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:"南京农业大学是211高校，计算机专业考研可进入东南大学、南大等顶尖高校，学校平台支持跨校深造。","slot_label":"主体","alternative":"可考虑南京农业大学其他工科专业，或省内山东科技大学计算机专业（稳妥）。","slot_rating":"slot_09","admission_rate":"冲刺","grad_employment":"深造后可进入顶尖科技公司算法岗、研究院，薪资和职业发展空间极大。","undergrad_employment":"本科毕业可进入互联网企业、软件公司从事开发、测试岗位，薪资较高。","civil_service_friendly":"计算机专业考公岗位较多，可报考网信办、公安、税务、大数据局等岗位，考公路径较宽。"},{"city":"","risk":"历史位次差距较大，录取概率偏低；计算机专业热度高，可能进一步推高位次。","type":"冲刺","major":"计算机科学与技术","reason":"长安大学是211高校，计算机科学与技术专业在山东招生历史最低位次19848，考生位次25000，差距约5200位，冲刺空间较大。考生数学、物理强项适合计算机专业。建议放在冲刺区前段，作为211计算机的重要尝试。","school":"长安大学","remarks":"","soe_fit":"计算机毕业生可进入国家电网、中国电子、三大运营商等央企，从事软件开发、系统运维，国企就业面广。","grad_boost":"长安大学是211高校，计算机专业考研可进入西交大、西工大等顶尖高校，学校平台支持跨校深造。","slot_label":"主体","alternative":"可考虑长安大学其他工科专业，或省内山东科技大学计算机专业（稳妥）。","slot_rating":"slot_08","admission_rate":"冲刺","grad_employment":"深造后可进入顶尖科技公司算法岗、研究院，薪资和职业发展空间极大。","undergrad_employment":"本科毕业可进入互联网企业、软件公司从事开发、测试岗位，薪资较高。","civil_service_friendly":"计算机专业考公岗位较多，可报考网信办、公安、税务、大数据局等岗位，考公路径较宽。"},{"city":"","risk":"历史位次差距较大，录取概率偏低；招生计划仅2人，波动风险大。","type":"冲刺","major":"计算机科学与技术","reason":"宁波大学是双一流高校，计算机科学与技术专业在山东招生历史最低位次20627，考生位次25000，差距约4400位，冲刺空间较大。考生数学、物理强项适合计算机专业。建议放在冲刺区前段，作为双一流计算机的重要尝试。","school":"宁波大学","remarks":"","soe_fit":"计算机毕业生可进入国家电网、中国电子、三大运营商等央企，从事软件开发、系统运维，国企就业面广。","grad_boost":"宁波大学是双一流高校，计算机专业考研可进入浙大、上交等顶尖高校，学校平台支持跨校深造。","slot_label":"主体","alternative":"可考虑宁波大学其他工科专业，或省内山东科技大学计算机专业（稳妥）。","slot_rating":"slot_07","admission_rate":"冲刺","grad_employment":"深造后可进入顶尖科技公司算法岗、研究院，薪资和职业发展空间极大。","undergrad_employment":"本科毕业可进入互联网企业、软件公司从事开发、测试岗位，薪资较高。","civil_service_friendly":"计算机专业考公岗位较多，可报考网信办、公安、税务、大数据局等岗位，考公路径较宽。"},{"city":"","risk":"历史位次差距较大，录取概率偏低；矿业大学行业特色明显，需考虑行业偏好。","type":"冲刺","major":"自动化","reason":"中国矿业大学是211高校，自动化专业在山东招生历史最低位次20959，考生位次25000，差距约4000位，冲刺空间较大。考生物理强项适合自动化专业。建议放在冲刺区前段，作为211自动化的重要尝试。","school":"中国矿业大学","remarks":"","soe_fit":"自动化毕业生可进入国家电网、中国中车、中煤集团等央企，从事自动化控制、系统集成，国企就业面广。","grad_boost":"中国矿业大学是211高校，自动化专业考研可进入更高层次工科院校，学校平台支持跨校深造。","slot_label":"主体","alternative":"可考虑中国矿业大学其他工科专业，或省内山东科技大学自动化专业（稳妥）。","slot_rating":"slot_06","admission_rate":"冲刺","grad_employment":"深造后可进入工业自动化、机器人、智能控制领域研发岗位，薪资和平台显著提升。","undergrad_employment":"本科毕业可进入制造业、能源、交通等国企从事自动化系统设计、运维岗位。","civil_service_friendly":"自动化专业考公岗位较少，主要面向工信、市场监管等少数部门，考编优势一般。"},{"city":"","risk":"历史位次差距较大，录取概率偏低；招生计划仅2人，波动风险大。","type":"冲刺","major":"电子信息工程","reason":"首都师范大学是双一流高校，电子信息工程专业在山东招生历史最低位次21680，考生位次25000，差距约3300位，冲刺空间较大。考生物理强项适合电子信息专业。建议放在冲刺区前段，作为北京双一流高校的重要尝试。","school":"首都师范大学","remarks":"","soe_fit":"电子信息工程毕业生可进入中国电子、中国电科、三大运营商等央企，从事电子系统设计、通信技术，国企就业面广。","grad_boost":"首都师范大学是双一流高校，电子信息工程考研可进入北航、北理工等顶尖工科院校，北京高校资源丰富。","slot_label":"上沿","alternative":"可考虑首都师范大学其他工科专业，或省内山东科技大学电子信息工程（稳妥）。","slot_rating":"slot_05","admission_rate":"冲刺","grad_employment":"深造后可进入电子行业研发中心、科研院所，薪资和职业发展空间显著提升。","undergrad_employment":"本科毕业可进入电子设备制造、通信企业从事技术或测试岗位。","civil_service_friendly":"电子信息工程考公岗位较少，主要面向工信、公安等少数部门，考编优势一般。"},{"city":"","risk":"历史位次差距较大，录取概率偏低；机械专业就业环境相对艰苦，需考虑个人兴趣。","type":"冲刺","major":"机械设计制造及其自动化","reason":"安徽大学是211高校，机械设计制造及其自动化专业在山东招生历史最低位次22628，考生位次25000，差距约2400位，冲刺空间较大。考生物理强项适合机械专业。建议放在冲刺区前段，作为211机械的重要尝试。","school":"安徽大学","remarks":"","soe_fit":"机械设计制造及其自动化毕业生可进入中国一汽、中船重工、国家电网等央企，从事机械设计、制造工艺，国企就业面广。","grad_boost":"安徽大学是211高校，机械专业考研可进入更高层次工科院校，学校平台支持跨校深造。","slot_label":"上沿","alternative":"可考虑安徽大学其他工科专业，或省内山东科技大学机械专业（稳妥）。","slot_rating":"slot_04","admission_rate":"冲刺","grad_employment":"深造后可进入高端装备研发、机器人、航空航天领域，薪资和职业发展空间显著提升。","undergrad_employment":"本科毕业可进入制造业国企（如汽车、机械）从事设计、工艺或设备管理岗位。","civil_service_friendly":"机械专业考公岗位较少，主要面向市场监管、工信等少数部门，考编优势一般。"},{"city":"","risk":"历史位次差距较大，录取概率偏低；人工智能专业竞争激烈，学习压力大。","type":"冲刺","major":"人工智能(晋中校区)","reason":"太原理工大学是211高校，人工智能专业在山东招生历史最低位次22475，考生位次25000，差距约2500位，冲刺空间较大。考生数学、物理强项适合AI学习。建议放在冲刺区前段，作为211热门专业的重要尝试。","school":"太原理工大学","remarks":"","soe_fit":"人工智能毕业生可进入国家电网、中国电子、三大运营商等央企，从事AI算法、数据分析，国企就业渠道较广。","grad_boost":"太原理工大学是211高校，人工智能是前沿热门方向，考研可进入顶尖高校AI实验室，深造前景好。","slot_label":"上沿","alternative":"可考虑太原理工大学计算机或自动化专业，或省内山东科技大学人工智能专业（稳妥）。","slot_rating":"slot_04","admission_rate":"冲刺","grad_employment":"深造后可进入AI研究院、顶尖科技公司算法岗，薪资和职业发展空间极大。","undergrad_employment":"本科毕业可进入互联网企业、通信运营商从事AI应用开发、数据分析岗位。","civil_service_friendly":"人工智能专业考公岗位较少，主要面向工信、科技等少数部门，考编优势有限。"},{"city":"","risk":"中外合作办学学费较高，需评估家庭经济承受能力；历史位次差距约2000位，录取不确定性较大。","type":"冲刺","major":"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)","reason":"东北大学秦皇岛分校是985高校，在山东认可度高，中外合作办学项目与悉尼科技大学合作，通信工程专业就业前景好。考生位次25000，历史最低位次23030，差距约2000位，属于合理冲刺范围。建议放在冲刺区前段，若家庭经济条件允许，可作为985平台的重要尝试。","school":"东北大学秦皇岛分校","remarks":"","soe_fit":"通信工程毕业生可进入三大运营商、国家电网、中国电子等央企，从事网络规划、通信系统运维，国企就业渠道较广。","grad_boost":"中外合作办学模式便于申请海外硕士，悉尼科技大学在通信领域有较强实力，考研国内985/211也有一定基础。","slot_label":"上沿","alternative":"可考虑东北大学秦皇岛分校其他非中外合作专业，或同层次211高校通信工程专业。","slot_rating":"slot_03","admission_rate":"冲刺","grad_employment":"深造后可进入通信行业研发中心、高校科研院所，或进入金融、互联网行业从事数据通信、算法岗位，薪资和平台显著提升。","undergrad_employment":"本科毕业可进入通信设备商（华为、中兴）、运营商（移动、电信）从事技术或运维岗位，也可考取通信相关公务员。","civil_service_friendly":"通信工程专业在考公中岗位较少，主要面向工信、通信管理等少数部门，竞争激烈，考编优势一般。"},{"city":"","risk":"历史位次差距约1600位，录取概率中等偏低；机械专业就业环境相对艰苦。","type":"冲刺","major":"机械设计制造及其自动化(国家级一流本科专业建设点)","reason":"南昌大学是211高校，机械设计制造及其自动化是国家级一流专业，历史最低位次23379，考生位次25000，差距约1600位，属于合理冲刺。考生物理强项适合机械专业。建议放在冲刺区前段，作为211优质专业的重要尝试。","school":"南昌大学","remarks":"","soe_fit":"机械设计制造及其自动化毕业生可进入中国一汽、中船重工、国家电网等央企，从事机械设计、制造工艺，国企就业面广。","grad_boost":"南昌大学是211高校，国家级一流专业建设点，考研可进入更高层次工科院校，学校平台支持跨校深造。","slot_label":"上沿","alternative":"可考虑南昌大学其他工科专业，或省内山东科技大学机械专业（稳妥）。","slot_rating":"slot_03","admission_rate":"冲刺","grad_employment":"深造后可进入高端装备研发、机器人、航空航天领域，薪资和职业发展空间显著提升。","undergrad_employment":"本科毕业可进入制造业国企（如汽车、机械）从事设计、工艺或设备管理岗位。","civil_service_friendly":"机械专业考公岗位较少，主要面向市场监管、工信等少数部门，考编优势一般。"},{"city":"","risk":"宁夏地处西北，城市平台较弱，考生需考虑地域接受度；历史位次差距较小，但专业热度可能推高位次。","type":"冲刺","major":"法学","reason":"宁夏大学是211高校，法学专业在山东招生历史最低位次24329，考生位次25000，差距约700位，冲刺空间较小但仍有希望。考生对地域无限制，宁夏大学性价比高。建议放在冲刺区后段，作为211法学保底冲刺。","school":"宁夏大学","remarks":"","soe_fit":"法学毕业生可进入国企法务部、合规部，从事合同审核、法律咨询，国企就业渠道稳定。","grad_boost":"宁夏大学是211高校，法学考研可进入五院四系或更高层次院校，学校平台支持跨校深造。","slot_label":"上沿","alternative":"可考虑省内山东政法学院法学（稳妥），或同层次211高校法学专业。","slot_rating":"slot_02","admission_rate":"冲刺","grad_employment":"深造后可进入红圈律所、大型国企法务部、司法机关，职业发展空间显著扩大。","undergrad_employment":"本科毕业可进入律所、企业法务、基层公务员岗位，就业面较广但起薪一般。","civil_service_friendly":"法学是考公考编核心专业，可报考法院、检察院、司法局、纪委监委等大量岗位，考公优势突出。"},{"city":"","risk":"历史位次差距约1200位，录取概率中等；太原城市平台相对一般，需考虑地域接受度。","type":"冲刺","major":"机械设计制造及其自动化(太原校区)","reason":"太原理工大学是211高校，机械设计制造及其自动化专业在山东招生历史最低位次23838，考生位次25000，差距约1200位，属于合理冲刺。考生物理强项适合机械专业。建议放在冲刺区中段，作为211机械的重要尝试。","school":"太原理工大学","remarks":"","soe_fit":"机械设计制造及其自动化毕业生可进入中国一汽、中船重工、国家电网等央企，从事机械设计、制造工艺，国企就业面广。","grad_boost":"太原理工大学是211高校，机械专业考研可进入更高层次工科院校，学校平台支持跨校深造。","slot_label":"上沿","alternative":"可考虑太原理工大学其他工科专业，或省内山东科技大学机械专业（稳妥）。","slot_rating":"slot_02","admission_rate":"冲刺","grad_employment":"深造后可进入高端装备研发、机器人、航空航天领域，薪资和职业发展空间显著提升。","undergrad_employment":"本科毕业可进入制造业国企（如汽车、机械）从事设计、工艺或设备管理岗位。","civil_service_friendly":"机械专业考公岗位较少，主要面向市场监管、工信等少数部门，考编优势一般。"},{"city":"","risk":"材料专业就业面相对较窄，需深造才能获得更好发展；位次差距极小，但实验班热度可能推高位次。","type":"冲刺","major":"材料科学与工程(创新实验班)","reason":"合肥工业大学是211高校，材料科学与工程创新实验班培养模式优质，历史最低位次24652，考生位次25000，差距约350位，属于边界冲刺。考生物理、化学强项适合材料专业。建议放在冲刺区中段，作为211实验班的重要尝试。","school":"合肥工业大学","remarks":"","soe_fit":"材料科学与工程毕业生可进入中国建材、宝武钢铁、中航工业等央企，从事材料研发、工艺管理，国企就业对口。","grad_boost":"合肥工业大学是211高校，创新实验班保研率高，考研可进入中科院、清华等顶尖材料学院，深造平台强。","slot_label":"上沿","alternative":"可考虑合肥工业大学其他工科专业，或同层次211高校材料类专业。","slot_rating":"slot_01","admission_rate":"冲刺","grad_employment":"深造后可进入新材料研发机构、半导体行业、航空航天材料部门，薪资和平台大幅提升。","undergrad_employment":"本科毕业可进入材料相关国企（如建材、钢铁）从事工艺或质检岗位，薪资中等。","civil_service_friendly":"材料专业考公岗位较少，主要面向市场监管、质检等少数部门，考编优势有限。"},{"city":"","risk":"金融学专业热度高，位次可能上浮；考生位次处于历史边界，录取概率偏低。","type":"冲刺","major":"金融学","reason":"南京农业大学是211高校，金融学专业在山东招生历史最低位次25048，与考生位次25000基本持平，属于边界冲刺。考生数学、英语强项适合金融学学习。建议放在冲刺区中段，作为211金融学的重要尝试。","school":"南京农业大学","remarks":"","soe_fit":"金融学毕业生可进入国有银行、证券公司、保险公司等国企，从事信贷、风控、投资等岗位，国企就业面广。","grad_boost":"南京农业大学是211高校，金融学考研可冲击更高层次财经院校或综合大学，学校平台支持跨校深造。","slot_label":"上沿","alternative":"可考虑南京农业大学其他经管类专业，或省内山东财经大学金融学（稳妥）。","slot_rating":"slot_01","admission_rate":"冲刺","grad_employment":"深造后可进入券商投行、基金公司、金融监管机构，薪资和职业天花板明显提高。","undergrad_employment":"本科毕业可进入银行、证券公司、保险公司基层岗位，或考取金融监管类公务员。","civil_service_friendly":"金融学专业可报考财政、税务、金融监管、发改委等岗位，岗位数量较多，考公路径通畅。"},{"city":"","risk":"金融学专业热度较高，位次可能小幅波动；师范类院校的金融学在金融行业认可度不如财经类院校。","type":"稳妥","major":"金融学","reason":"湖南师范大学是211高校，在湖南省内及全国有一定认可度，师范类院校的金融学专业虽非强势，但211平台对考研和就业仍有帮助。金融学专业适合考公、银行、国企等路径，与考生国企/央企、考公/考编优先级匹配。2023年最低分599，位次25117，考生位次25000，处于上沿位置，计划4人，录取概率较高。建议作为稳妥区前段志愿，与后续志愿形成梯度。","school":"湖南师范大学","remarks":"","soe_fit":"金融学毕业生可进入银行、证券公司、保险公司等国企金融机构，湖南师范大学211背景在国企招聘中具备一定竞争力。","grad_boost":"湖南师范大学为211高校，保研率较高，金融学专业可考研至985或财经类名校，提升学历层次。","slot_label":"上沿","alternative":"湘潭大学金融学（位次更低，录取更稳，同为双一流）。","slot_rating":"slot_01","admission_rate":"稳妥","grad_employment":"研究生毕业可进入券商、基金、投行等高端金融机构，或通过选调生进入政府机关，薪资和平台显著提升。","undergrad_employment":"本科毕业可进入银行、证券公司、保险公司等金融机构从事客户经理、柜员、销售等岗位，或考取公务员。","civil_service_friendly":"金融学专业可报考财政局、税务局、审计局等经济管理类岗位，湖南师范大学211身份在选调生和公务员考试中具有优势，岗位选择面较广。"},{"city":"","risk":"计划仅2人，招生人数少，位次波动风险稍大；扬州大学非211，在电网招聘中竞争力弱于电力部属院校。","type":"稳妥","major":"电气工程及其自动化","reason":"扬州大学是江苏省属重点大学，综合实力较强，电气工程及其自动化专业是工科热门，就业方向明确，主要面向国家电网等国企。2023年最低分598，位次25831，考生位次25000，处于上沿位置，计划2人，录取把握较大。建议作为稳妥区前段志愿，与后续电气类专业形成梯度。","school":"扬州大学","remarks":"","soe_fit":"电气工程及其自动化是国企招聘热门专业，国家电网、南方电网、五大发电集团等每年大量招聘，扬州大学在电力系统有一定认可度。","grad_boost":"扬州大学为省属重点大学，电气工程专业可考研至华北电力大学、西安交通大学等电力强校，深造前景良好。","slot_label":"上沿","alternative":"东北农业大学电气工程及其自动化（211高校，位次更低，录取更稳）。","slot_rating":"slot_02","admission_rate":"稳妥","grad_employment":"研究生毕业可进入电网公司研发中心、电力设计院、新能源企业等，从事技术研发、系统规划等工作，薪资和岗位层次更高。","undergrad_employment":"本科毕业可进入国家电网、南方电网、发电集团、电气设备制造企业等，从事运维、设计、调试等工作。","civil_service_friendly":"电气工程专业可报考电网、能源局、质检局等岗位，但公务员对口岗位较少，需关注专业限制。"},{"city":"","risk":"学费高昂，每年9.5万元；外语单科要求110分，若未达到则无法录取；中外合作办学项目认可度需结合个人规划。","type":"稳妥","major":"软件工程(中外合作办学)(与爱尔兰国立都柏林大学合作办学，学费9.5万元/学年、外语单科成绩不得低于110分)","reason":"北京工业大学是211高校，软件工程专业就业前景好，中外合作办学项目可获爱尔兰国立都柏林大学学位，适合有出国打算或英语较好的考生。2023年最低分599，位次25096，考生位次25000，处于上沿位置，计划2人，录取概率较高。但学费9.5万元/年，需家庭经济条件支持；外语单科不低于110分，考生需确认符合条件。建议作为稳妥区前段志愿，但需考虑经济承受能力。","school":"北京工业大学","remarks":"","soe_fit":"软件工程毕业生可进入三大运营商、银行科技部门、央企信息化部门等国企，北京工业大学211背景有优势。","grad_boost":"中外合作办学项目，可获外方学位，有利于申请海外研究生；北京工业大学211平台保研率较高。","slot_label":"上沿","alternative":"北京信息科技大学软件工程（学费低，位次更低，录取更稳）。","slot_rating":"slot_01","admission_rate":"稳妥","grad_employment":"研究生毕业可进入大型互联网公司、外企研发中心、科研院所等，从事算法、架构、研发等工作，薪资水平较高。","undergrad_employment":"本科毕业可进入互联网公司、软件企业、银行科技部门等从事软件开发、测试、运维等工作。","civil_service_friendly":"软件工程专业可报考信息化、大数据、网络安全等岗位，但中外合作办学学历在公务员考试中无特殊限制，岗位选择一般。"},{"city":"","risk":"计划仅1人，录取不确定性大；北京建筑大学非211，在电网系统认可度一般。","type":"稳妥","major":"电气工程及其自动化(城市电网)(大兴校区)","reason":"北京建筑大学是北京市属重点大学，城市电网方向特色鲜明，就业主要面向国家电网、北京供电公司等国企。2023年最低分598，位次25841，考生位次25000，处于上沿位置，计划仅1人，录取风险稍大。建议作为稳妥区前段志愿，但需注意计划数少，位次波动可能导致落榜。","school":"北京建筑大学","remarks":"","soe_fit":"城市电网方向与国家电网、城市供电公司等国企高度匹配，北京建筑大学在建筑电气领域有行业资源。","grad_boost":"北京建筑大学为北京市属重点大学，电气工程专业可考研至华北电力大学、北京交通大学等，深造路径清晰。","slot_label":"上沿","alternative":"东北农业大学电气工程及其自动化（211高校，计划4人，录取更稳）。","slot_rating":"slot_02","admission_rate":"稳妥","grad_employment":"研究生毕业可进入电网公司研究院、电力设计院、新能源企业等，从事智能电网、新能源并网等研发工作。","undergrad_employment":"本科毕业可进入国家电网、城市供电公司、建筑电气设计院等，从事城市电网规划、设计、运维等工作。","civil_service_friendly":"电气工程专业可报考电网、住建局、城市管理等部门，但公务员对口岗位有限。"},{"city":"","risk":"师范类院校的工科专业在业界认可度不如工科强校；人工智能专业竞争激烈，考研压力大。","type":"稳妥","major":"人工智能(拔尖创新班)","reason":"首都师范大学是双一流高校，人工智能拔尖创新班培养质量高，保研率高，适合有志于深造的学生。2023年最低分597，位次26544，考生位次25000，处于上沿位置，计划2人，录取概率较高。建议作为稳妥区前段志愿，与后续计算机类专业形成梯度。","school":"首都师范大学","remarks":"","soe_fit":"人工智能毕业生可进入三大运营商、银行科技部门、央企研究院等国企，首都师范大学在北京地区有区位优势。","grad_boost":"首都师范大学为双一流高校，拔尖创新班保研率高，人工智能专业考研至清华、北大、中科院等机会较大。","slot_label":"上沿","alternative":"海南大学人工智能（211高校，计划6人，录取更稳）。","slot_rating":"slot_03","admission_rate":"稳妥","grad_employment":"研究生毕业可进入人工智能研究院、大型互联网公司AI实验室、科研院所等，从事前沿算法研究、系统架构等工作。","undergrad_employment":"本科毕业可进入互联网公司、人工智能企业、银行科技部门等从事算法、开发、数据分析等工作。","civil_service_friendly":"人工智能专业可报考科技局、大数据局、信息化管理等岗位，但公务员对口岗位较少。"},{"city":"","risk":"计划仅1人，录取不确定性大；学校位于沈阳，地理位置相对偏远。","type":"稳妥","major":"电子信息工程","reason":"沈阳航空航天大学是原航空工业部直属院校，在航空航天领域有行业认可度，电子信息工程专业就业主要面向军工、航空央企。2023年最低分599，位次25090，考生位次25000，处于上沿位置，计划仅1人，录取风险较大。建议作为稳妥区前段志愿，但需注意计划数少，位次波动可能导致落榜。","school":"沈阳航空航天大学","remarks":"","soe_fit":"电子信息工程毕业生可进入航空航天央企、军工企业、三大运营商等国企，沈阳航空航天大学在航空系统有行业资源。","grad_boost":"沈阳航空航天大学为省属重点大学，电子信息工程专业可考研至北航、南航等航空院校，深造路径清晰。","slot_label":"上沿","alternative":"西安邮电大学计算机科学与技术（计划4人，录取更稳，城市更好）。","slot_rating":"slot_01","admission_rate":"稳妥","grad_employment":"研究生毕业可进入航空航天研究所、军工研究院、通信设备商等，从事雷达、通信、导航等研发工作。","undergrad_employment":"本科毕业可进入航空航天企业、军工集团、通信运营商等，从事电子系统设计、测试、维护等工作。","civil_service_friendly":"电子信息工程可报考工信部、科技局、无线电管理局等岗位，但公务员对口岗位有限。"},{"city":"","risk":"学校位于哈尔滨，地理位置相对偏远；农业院校的电气工程在电网系统认可度不如电力强校。","type":"稳妥","major":"电气工程及其自动化","reason":"东北农业大学是211高校，电气工程及其自动化专业就业方向明确，主要面向国家电网等国企。2023年最低分596，位次27284，考生位次25000，处于上沿位置，计划4人，录取把握较大。建议作为稳妥区中段志愿，与后续电气类专业形成梯度。","school":"东北农业大学","remarks":"","soe_fit":"电气工程及其自动化是国企招聘热门，国家电网、发电集团等每年大量招聘，东北农业大学211身份在电网招聘中有一定优势。","grad_boost":"东北农业大学为211高校，保研率较高，电气工程专业可考研至华北电力大学、哈尔滨工业大学等，深造前景良好。","slot_label":"上沿","alternative":"北京信息科技大学电气工程及其自动化（北京区位，位次相近）。","slot_rating":"slot_04","admission_rate":"稳妥","grad_employment":"研究生毕业可进入电网公司研发中心、电力设计院、新能源企业等，从事技术研发、系统规划等工作。","undergrad_employment":"本科毕业可进入国家电网、南方电网、发电集团、电气设备企业等，从事运维、设计、调试等工作。","civil_service_friendly":"电气工程专业可报考电网、能源局、农业农村局等岗位，但公务员对口岗位有限。"},{"city":"","risk":"非211，在部分国企招聘中可能受限于学历门槛；计算机专业热度高，位次可能波动。","type":"稳妥","major":"计算机科学与技术","reason":"西安邮电大学是原邮电部直属院校，在通信、计算机领域有行业认可度，计算机科学与技术专业就业前景好。2023年最低分598，位次25853，考生位次25000，处于上沿位置，计划4人，录取概率较高。建议作为稳妥区前段志愿，与后续计算机类专业形成梯度。","school":"西安邮电大学","remarks":"","soe_fit":"计算机毕业生可进入三大运营商、银行科技部门、央企信息化部门等国企，西安邮电大学在通信行业有较强行业资源。","grad_boost":"西安邮电大学为省属重点大学，计算机专业可考研至西安交通大学、西安电子科技大学等，深造路径清晰。","slot_label":"上沿","alternative":"桂林电子科技大学计算机科学与技术（位次更低，录取更稳）。","slot_rating":"slot_02","admission_rate":"稳妥","grad_employment":"研究生毕业可进入大型互联网公司、通信企业研究院、科研院所等，从事算法、架构、研发等工作。","undergrad_employment":"本科毕业可进入互联网公司、通信设备商、银行科技部门等，从事软件开发、测试、运维等工作。","civil_service_friendly":"计算机科学与技术可报考信息化、大数据、网络安全等岗位，公务员岗位选择较多。"},{"city":"","risk":"计划仅1人，录取不确定性大；学校位于昆明，地理位置相对偏远。","type":"稳妥","major":"金融学(金融学+计算机科学与技术双学士学位)","reason":"云南大学是211高校，金融学+计算机双学士学位项目复合型培养，就业竞争力强。2023年最低分596，位次27332，考生位次25000，处于上沿位置，计划仅1人，录取风险较大。建议作为稳妥区中段志愿，但需注意计划数少，位次波动可能导致落榜。","school":"云南大学","remarks":"","soe_fit":"双学位背景在银行、证券、保险等国企金融机构中具有竞争优势，云南大学211身份有助力。","grad_boost":"云南大学为211高校，保研率较高，双学位项目有利于跨学科考研，如金融科技、量化投资等方向。","slot_label":"上沿","alternative":"湖南师范大学金融学（计划4人，录取更稳）。","slot_rating":"slot_04","admission_rate":"稳妥","grad_employment":"研究生毕业可进入券商、基金、投行、金融科技公司等，从事量化交易、风险管理、金融产品设计等高端岗位。","undergrad_employment":"本科毕业可进入银行、证券公司、金融科技公司等，从事金融分析、软件开发、产品经理等复合型岗位。","civil_service_friendly":"金融学+计算机双学位可报考金融监管、税务局、大数据局等岗位，公务员岗位选择面广。"},{"city":"","risk":"学校位于海口，地理位置相对偏远；人工智能专业课程难度大，需有扎实的数学和编程基础。","type":"稳妥","major":"人工智能","reason":"海南大学是211高校，人工智能专业是新兴热门，就业前景好。2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，在电力系统有极高认可度，自动化专业就业主要面向国家电网等电力国企。2023年最低分584，位次37569，考生位次25000，处于缓冲位置，计划20人，录取把握很大。建议作为稳妥区后段志愿，与后续电气类专业形成梯度。","school":"东北电力大学","remarks":"","soe_fit":"自动化毕业生可进入电力系统国企，如国家电网、发电集团等，东北电力大学在电力系统有强大行业资源。","grad_boost":"东北电力大学为省属重点大学，自动化专业可考研至华北电力大学、东北大学等，深造路径清晰。","slot_label":"缓冲","alternative":"华东交通大学电气工程及其自动化（位次相近，交通领域国企）。","slot_rating":"slot_16","admission_rate":"稳妥","grad_employment":"研究生毕业可进入电网公司研究院、电力设计院、新能源企业等，从事智能电网、自动化控制等研发工作。","undergrad_employment":"本科毕业可进入国家电网、南方电网、发电集团、电力设备企业等，从事自动化系统运维、调试等工作。","civil_service_friendly":"自动化专业可报考工信局、科技局等岗位，但公务员对口岗位较少。"},{"city":"","risk":"非211，在部分国企招聘中可能受限于学历门槛；计划2人，招生人数较少。","type":"稳妥","major":"数据科学与大数据技术","reason":"浙江财经大学是浙江省属重点大学，数据科学与大数据技术是新兴热门专业，就业前景好，位于杭州，区位优势明显。2023年最低分585，位次36591，考生位次25000，处于缓冲位置，计划2人，录取概率较高。建议作为稳妥区后段志愿，与后续财经类专业形成梯度。","school":"浙江财经大学","remarks":"","soe_fit":"数据科学毕业生可进入银行、证券、保险等国企金融机构，浙江财经大学在财经领域有行业资源。","grad_boost":"浙江财经大学为浙江省属重点大学，数据科学专业可考研至浙江大学、上海财经大学等，深造路径清晰。","slot_label":"缓冲","alternative":"重庆交通大学电气工程及其自动化（计划3人，位次相近，国企就业明确）。","slot_rating":"slot_15","admission_rate":"稳妥","grad_employment":"研究生毕业可进入金融科技公司、大型金融机构研究院、互联网公司等，从事数据科学、量化分析等工作。","undergrad_employment":"本科毕业可进入银行、证券、保险等金融机构，或互联网公司，从事数据分析、数据开发等工作。","civil_service_friendly":"数据科学与大数据技术可报考大数据局、统计局、信息化管理等岗位，公务员岗位选择较多。"},{"city":"","risk":"非211，在部分国企招聘中可能受限于学历门槛；电气工程专业竞争激烈。","type":"稳妥","major":"电气工程及其自动化","reason":"重庆交通大学是重庆市属重点大学，电气工程及其自动化专业就业方向明确，主要面向轨道交通、电力等国企。2023年最低分585，位次36567，考生位次25000，处于缓冲位置，计划3人，录取概率较高。建议作为稳妥区后段志愿，与后续电气类专业形成梯度。","school":"重庆交通大学","remarks":"","soe_fit":"电气工程及其自动化是国企招聘热门，重庆交通大学在交通、基建领域有行业资源，毕业生可进入轨道交通、电力等国企。","grad_boost":"重庆交通大学为省属重点大学，电气工程专业可考研至重庆大学、西南交通大学等，深造路径清晰。","slot_label":"缓冲","alternative":"华东交通大学电气工程及其自动化（位次相近，交通领域国企）。","slot_rating":"slot_15","admission_rate":"稳妥","grad_employment":"研究生毕业可进入轨道交通设计院、电力设计院、新能源企业等，从事电气系统研发、智能电网设计等工作。","undergrad_employment":"本科毕业可进入轨道交通、电力、建筑等国企，从事电气系统设计、运维、调试等工作。","civil_service_friendly":"电气工程专业可报考电网、交通局等岗位，但公务员对口岗位有限。"},{"city":"","risk":"学校位于乌鲁木齐，地理位置偏远；金融学专业竞争激烈，需考取相关证书。","type":"稳妥","major":"金融学","reason":"新疆大学是211高校，金融学专业适合考公、银行等路径，211平台对考研和就业有帮助。2023年最低分584，位次37574，考生位次25000，处于缓冲位置，计划2人，录取概率较高。建议作为稳妥区后段志愿，但需考虑地理位置偏远。","school":"新疆大学","remarks":"","soe_fit":"金融学毕业生可进入银行、证券公司等国企金融机构，新疆大学211身份在国企招聘中有一定竞争力。","grad_boost":"新疆大学为211高校，保研率较高，金融学专业可考研至985或财经类名校，提升学历层次。","slot_label":"缓冲","alternative":"中国石油大学(北京)克拉玛依校区会计学（211，位次相近，同为新疆地区）。","slot_rating":"slot_16","admission_rate":"稳妥","grad_employment":"研究生毕业可进入券商、基金、投行等高端金融机构，或通过选调生进入政府机关。","undergrad_employment":"本科毕业可进入银行、证券公司、保险公司等金融机构，或考取公务员。","civil_service_friendly":"金融学专业可报考财政局、税务局、审计局等岗位，新疆大学211身份在选调生和公务员考试中有优势。"},{"city":"","risk":"非211，在部分国企招聘中可能受限于学历门槛；法学专业就业依赖通过法律职业资格考试。","type":"稳妥","major":"法学","reason":"江西师范大学是江西省属重点大学，法学专业是考公热门，适合有志于公务员或事业单位的考生。2023年最低分582，位次39587，考生位次25000，处于缓冲位置，计划11人，录取把握很大。建议作为稳妥区后段志愿，与后续法学类专业形成梯度。","school":"江西师范大学","remarks":"","soe_fit":"法学毕业生可进入国企法务部门、银行合规部门等，江西师范大学非211，在国企招聘中竞争力一般。","grad_boost":"江西师范大学为省属重点大学，法学专业可考研至985或政法类名校，通过法考后深造价值高。","slot_label":"缓冲","alternative":"湘潭大学法学（双一流，位次更高，录取更稳）。","slot_rating":"slot_18","admission_rate":"稳妥","grad_employment":"研究生毕业可进入大型律师事务所、国企法务部、法院检察院等，从事律师、法官、检察官等职业。","undergrad_employment":"本科毕业可进入律师事务所、企业法务部门、公务员等，从事法律助理、法务专员等工作。","civil_service_friendly":"法学专业是考公热门专业，可报考法院、检察院、司法局、公安局等岗位，岗位选择面广。"},{"city":"","risk":"外语单科要求115分，若未达到则无法录取；后两年在英国就读，学费和生活费高昂；全英文授课，英语能力要求高。","type":"稳妥","major":"计算机科学与技术(中外合作办学)(2加2)(外语单科成绩不低于115分，全英文授课，非英语语种考生请慎重填报，含2个专业方向：计算机科学、计算机科学与人工智能；后两年在英国诺丁汉大学就读，学费另计)","reason":"宁波诺丁汉大学是中外合作办学高校，计算机科学与技术2+2项目可获英国诺丁汉大学学位，适合有出国打算且英语能力强的考生。2023年最低分581，位次40563，考生位次25000，处于缓冲位置，计划6人，录取概率较高。但外语单科不低于115分，需确认符合条件；后两年在英国就读，学费另计，经济负担重。建议作为稳妥区后段志愿，但需考虑经济承受能力和英语要求。","school":"宁波诺丁汉大学","remarks":"","soe_fit":"计算机毕业生可进入外企、互联网公司、银行科技部门等，宁波诺丁汉大学国际化背景在外企中有优势。","grad_boost":"宁波诺丁汉大学中外合作办学项目，2+2模式可获英国诺丁汉大学学位，有利于申请海外名校研究生。","slot_label":"缓冲","alternative":"集美大学软件工程（国内就读，学费较低，位次相近）。","slot_rating":"slot_19","admission_rate":"稳妥","grad_employment":"研究生毕业可进入海外名校深造，或进入大型互联网公司、外企研发中心等，从事算法、架构、研发等工作。","undergrad_employment":"本科毕业可进入外企、互联网公司、银行科技部门等，从事软件开发、测试等工作，国际化背景有优势。","civil_service_friendly":"计算机科学与技术可报考信息化、大数据等岗位，但中外合作办学学历在公务员考试中无特殊限制，岗位选择一般。"},{"city":"","risk":"非211，在部分国企招聘中可能受限于学历门槛；学校位于南昌，地理位置一般。","type":"稳妥","major":"电气工程及其自动化","reason":"华东交通大学是原铁道部直属院校，在轨道交通领域有行业认可度，电气工程及其自动化专业就业主要面向铁路、地铁等国企。2023年最低分580，位次41652，考生位次25000，处于缓冲位置，计划9人，录取把握很大。建议作为稳妥区后段志愿，与后续电气类专业形成梯度。","school":"华东交通大学","remarks":"","soe_fit":"电气工程及其自动化是国企招聘热门，华东交通大学在轨道交通领域有行业资源，毕业生可进入铁路、地铁、电力等国企。","grad_boost":"华东交通大学为江西省属重点大学，电气工程专业可考研至西南交通大学、北京交通大学等，深造路径清晰。","slot_label":"缓冲","alternative":"东北电力大学自动化（电力系统国企，位次相近）。","slot_rating":"slot_20","admission_rate":"稳妥","grad_employment":"研究生毕业可进入轨道交通设计院、电力设计院、新能源企业等，从事电气系统研发、智能电网设计等工作。","undergrad_employment":"本科毕业可进入铁路局、地铁公司、国家电网等国企，从事电气系统运维、设计、调试等工作。","civil_service_friendly":"电气工程专业可报考电网、交通局等岗位，但公务员对口岗位有限。"},{"city":"","risk":"非211，在部分国企招聘中可能受限于学历门槛；学校位于石家庄，地理位置一般。","type":"稳妥","major":"机械设计制造及其自动化(卓越计划班，龙山校区)","reason":"石家庄铁道大学是原铁道部直属院校，在铁路基建领域有行业认可度，机械设计制造及其自动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，考公或进国企财务部门均合适。录取最低分578，位次43903，安全边际大。建议作为保底区上沿，与吉林财经大学会计学搭配。","school":"西安工业大学","remarks":"","soe_fit":"会计学在各类国企财务部门需求稳定，西安工业在军工国企中有一定认可度。","grad_boost":"学校有会计硕士点，考研可往西安交大、西财等提升。","slot_label":"上沿","alternative":"吉林财经大学会计学，同为财经类保底，位次相近。","slot_rating":"slot_02","admission_rate":"保底","grad_employment":"考研后可进入券商、投行等金融机构后台，或考公进入高级财税部门。","undergrad_employment":"可进入企业财务部门、会计师事务所从事会计、审计工作。","civil_service_friendly":"会计学是考公热门专业，可报考税务局、审计局、财政局等大量岗位，考公友好。"},{"city":"","risk":"学校位于长春，经济活跃度一般，实习机会相对有限。","type":"保底","major":"会计学","reason":"吉林财经大学是吉林省属重点财经院校，原隶属国家税务总局，在财税系统有行业影响力。会计学专业就业稳定，适合考公或国企财务。录取最低分578，位次43742，安全边际大。建议作为保底区上沿，与西安工业大学会计学搭配。","school":"吉林财经大学","remarks":"","soe_fit":"会计学在各类国企财务部门需求稳定，吉林财经在东北国企中有一定校友网络。","grad_boost":"学校有会计学硕士点，考研可往东财、吉大等提升。","slot_label":"上沿","alternative":"西安工业大学会计学，同为会计保底，城市经济更活跃。","slot_rating":"slot_02","admission_rate":"保底","grad_employment":"考研后可进入金融机构或考公进入财税系统。","undergrad_employment":"可进入东北地区企业财务部门或会计师事务所。","civil_service_friendly":"会计学考公优势明显，可报考税务、审计、财政等岗位，吉林财经在东北地区公考中有一定认可度。"},{"city":"","risk":"低空经济方向较新，行业成熟度不确定，就业市场尚在培育期。","type":"保底","major":"网络空间安全(低空数据管理与安全)(低空经济专业群)","reason":"江西财经大学是财政部、教育部与江西省共建的财经强校，在财经领域声誉高。网络空间安全（低空经济方向）是新兴交叉专业，就业前景好。录取最低分578，位次43846，安全边际大。建议作为保底区上沿，与数据科学等搭配。","school":"江西财经大学","remarks":"","soe_fit":"低空经济方向契合国企（如中国电科、中国航空）新兴业务，有行业前景。","grad_boost":"江西财经大学有计算机相关硕士点，考研可往北航、南航等提升。","slot_label":"上沿","alternative":"江西财经大学数据科学与大数据技术（智能量化投资），同为新兴方向。","slot_rating":"slot_02","admission_rate":"保底","grad_employment":"考研后可进入科研院所或国企研发中心，从事低空安全、数据管理研究。","undergrad_employment":"可进入网络安全公司、低空经济相关企业从事安全运维、数据分析等工作。","civil_service_friendly":"网络空间安全专业可报考公安、网信办等部门，但岗位数量少于计算机类，考公一般。"},{"city":"","risk":"额外费用较高，且ACCA课程压力大，可能影响考研或考公准备。","type":"保底","major":"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)","reason":"武汉工程大学会计学ACCA方向，培养国际会计人才，适合有意向进入外企或大型国企国际业务的学生。录取最低分577，位次45143，安全边际大。但需额外培训费1.2万/年，经济成本需考虑。建议作为保底区上沿，与普通会计学搭配。","school":"武汉工程大学","remarks":"","soe_fit":"ACCA方向在大型国企国际业务部门有优势，但需额外费用，性价比需权衡。","grad_boost":"ACCA方向对考研帮助有限，但可申请海外硕士。","slot_label":"上沿","alternative":"武汉工程大学普通会计学（若存在），或吉林财经大学会计学。","slot_rating":"slot_03","admission_rate":"保底","grad_employment":"考研或出国后，可进入跨国公司财务总部或国际金融机构。","undergrad_employment":"可进入外资会计师事务所或企业国际财务部门。","civil_service_friendly":"ACCA方向偏国际会计，考公岗位与普通会计学相同，但课程压力大可能影响备考。"},{"city":"","risk":"学校位于兰州，城市经济活跃度一般，非目标城市可能影响接受度。","type":"保底","major":"电气工程及其自动化","reason":"兰州交通大学是甘肃省属重点，原铁道部直属，在铁路、轨道交通领域有深厚行业背景。电气工程专业就业稳定，进铁路局或国家电网优势明显。录取最低分577，位次45074，安全边际大。建议作为保底区上沿，与东北电力大学自动化等搭配。","school":"兰州交通大学","remarks":"","soe_fit":"电气工程是国企（国家电网、铁路局）热门专业，兰州交大在铁路系统认可度高。","grad_boost":"学校有电气工程硕士点，考研可往西南交大、北交大等提升。","slot_label":"上沿","alternative":"东北电力大学自动化（国际创新课程ICC项目），同为电力系统方向。","slot_rating":"slot_03","admission_rate":"保底","grad_employment":"考研后可进入电力设计院、研究院从事电气系统研发。","undergrad_employment":"可进入铁路局、国家电网、轨道交通企业从事电气设备维护、运营管理等工作。","civil_service_friendly":"电气专业可报考铁路、电力等系统公务员，岗位有限但竞争激烈。"},{"city":"","risk":"中外合作办学学费较高，且全英文授课对英语能力要求高。","type":"保底","major":"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)","reason":"成都理工大学是双一流高校，会计学中外合作办学可获英国学位，适合有意向出国或进入外企的学生。录取最低分577，位次44899，安全边际大。但学费较高，需考虑经济成本。建议作为保底区上沿，与普通会计学搭配。","school":"成都理工大学","remarks":"","soe_fit":"双学位在大型国企国际业务部门有优势，但国企校招对中外合作办学认可度需核实。","grad_boost":"双学位有利于申请海外硕士，国内考研需额外准备。","slot_label":"上沿","alternative":"成都理工大学计算机科学与技术（中外合作办学），同为双学位项目。","slot_rating":"slot_03","admission_rate":"保底","grad_employment":"出国读研后可进入国际金融机构或跨国公司财务总部。","undergrad_employment":"可进入外资企业或国内企业国际业务部门从事会计工作。","civil_service_friendly":"中外合作办学会计学考公岗位与普通会计学相同，但全英文授课可能对行测申论备考无额外帮助。"},{"city":"","risk":"学校非双一流，在顶尖互联网企业校招中可能受限于院校层次。","type":"保底","major":"计算机科学与技术","reason":"青岛科技大学是山东省属重点，以化工、材料见长，计算机专业发展迅速。青岛作为沿海经济强市，IT就业机会较多。录取最低分576，位次46059，计划52人，录取概率高。建议作为保底区主体选项，与黑龙江大学计算机搭配。","school":"青岛科技大学","remarks":"","soe_fit":"计算机专业在电信、银行、能源等国企需求量大，青岛科技在山东国企中有一定认可度。","grad_boost":"学校有计算机硕士点，考研可往山大、海大等提升。","slot_label":"主体","alternative":"黑龙江大学计算机科学与技术，同为计算机保底。","slot_rating":"slot_04","admission_rate":"保底","grad_employment":"考研后可进入互联网大厂或国企研发中心。","undergrad_employment":"可进入青岛本地IT企业或制造业IT部门从事软件开发、测试等工作。","civil_service_friendly":"计算机专业考公岗位多，可报考网信办、公安、税务等部门，考公友好。"},{"city":"","risk":"位于乌鲁木齐，距离山东较远，部分学生可能难以接受。","type":"保底","major":"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)","reason":"新疆大学是双一流高校，软件工程为国家级一流专业，含俄语特色班，适合有意向在西部发展或学习俄语的学生。录取最低分576，位次46148，计划30人，录取概率高。建议作为保底区主体选项，但需考虑地理位置接受度。","school":"新疆大学","remarks":"","soe_fit":"软件工程在国企IT部门需求稳定，新疆大学作为双一流，在西部国企中有优势。","grad_boost":"新疆大学有软件工程硕士点，考研可往内地985提升。","slot_label":"主体","alternative":"青岛科技大学计算机科学与技术，城市更近。","slot_rating":"slot_04","admission_rate":"保底","grad_employment":"考研后可进入内地互联网企业或继续深造。","undergrad_employment":"可进入新疆本地IT企业或西部国企从事软件开发。","civil_service_friendly":"软件工程考公岗位与计算机类相似，但新疆大学在新疆本地公考中有政策倾斜。"},{"city":"","risk":"计划仅2人，录取不确定性略高；学费较高。","type":"保底","major":"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)","reason":"成都理工大学是双一流高校，计算机中外合作办学可获英国学位，适合有意向出国或进入外企的学生。录取最低分576，位次46167，计划2人，录取概率较高。建议作为保底区主体选项，与会计学中外合作办学搭配。","school":"成都理工大学","remarks":"","soe_fit":"双学位在大型国企IT部门有优势，但国企校招对中外合作办学认可度需核实。","grad_boost":"双学位有利于申请海外硕士，国内考研需额外准备。","slot_label":"主体","alternative":"成都理工大学会计学（中外合作办学），同为双学位项目。","slot_rating":"slot_04","admission_rate":"保底","grad_employment":"出国读研后可进入国际科技公司或研发中心。","undergrad_employment":"可进入外资IT企业或国内企业国际IT部门。","civil_service_friendly":"计算机专业考公岗位多，但中外合作办学全英文授课对行测申论备考无额外帮助。"},{"city":"","risk":"学校位于哈尔滨，冬季寒冷，部分学生可能不适应。","type":"保底","major":"自动化","reason":"哈尔滨理工大学是黑龙江省属重点，以电气、机械见长，自动化专业就业面宽。录取最低分575，位次47118，安全边际大。建议作为保底区主体选项，与安徽理工大学电气工程搭配。","school":"哈尔滨理工大学","remarks":"","soe_fit":"自动化在制造类国企需求稳定，哈尔滨理工在东北国企中有一定认可度。","grad_boost":"学校有自动化硕士点，考研可往哈工大等提升。","slot_label":"主体","alternative":"安徽理工大学电气工程及其自动化，城市更温暖。","slot_rating":"slot_05","admission_rate":"保底","grad_employment":"考研后可进入自动化领域研发岗或国企设计院。","undergrad_employment":"可进入东北地区制造企业从事自动化控制、设备维护等工作。","civil_service_friendly":"自动化专业考公岗位有限，竞争激烈。"},{"city":"","risk":"计划仅2人，录取不确定性略高；学校非双一流。","type":"保底","major":"电气工程及其自动化","reason":"安徽理工大学是安徽省属重点，以矿业、安全见长，电气工程专业就业稳定。录取最低分575，位次47053，计划2人，安全边际大。建议作为保底区主体选项，与哈尔滨理工大学自动化搭配。","school":"安徽理工大学","remarks":"","soe_fit":"电气工程是国企（国家电网、能源集团）热门专业，安徽理工在华东地区国企中有一定认可度。","grad_boost":"学校有电气工程硕士点，考研可往合工大、华电等提升。","slot_label":"主体","alternative":"哈尔滨理工大学自动化，计划更多。","slot_rating":"slot_05","admission_rate":"保底","grad_employment":"考研后可进入电力设计院或电网研发中心。","undergrad_employment":"可进入华东地区电网、能源企业从事电气运维工作。","civil_service_friendly":"电气专业考公岗位有限，但可报考铁路、电力系统岗位。"},{"city":"","risk":"第1年在进贤教学点就读，校区位置偏远。","type":"保底","major":"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)","reason":"华东交通大学是江西省属重点，原铁道部直属，在轨道交通领域有行业资源。计算机科学与技术为拔尖人才培养基地，培养质量高。录取最低分575，位次46998，安全边际大。建议作为保底区主体选项，与软件工程搭配。","school":"华东交通大学","remarks":"","soe_fit":"计算机专业在铁路、电信等国企需求稳定，华东交大在铁路系统有行业背景。","grad_boost":"学校有计算机硕士点，考研可往北交大、华东理工等提升。","slot_label":"主体","alternative":"华东交通大学软件工程（软件开发技术），同为计算机类。","slot_rating":"slot_05","admission_rate":"保底","grad_employment":"考研后可进入轨道交通领域研发中心或互联网企业。","undergrad_employment":"可进入铁路系统IT部门或IT企业从事软件开发。","civil_service_friendly":"计算机专业考公岗位多，考公友好。"},{"city":"","risk":"临床医学学习周期长、强度大，需坚定从医意愿。","type":"保底","major":"临床医学(色弱、色盲、单色不能识别者不予录取)","reason":"贵州医科大学是贵州省属重点医学院校，临床医学为国家级特色专业。录取最低分574，位次48259，安全边际大。但临床医学学制长、压力大，需确认学生是否愿意从医。建议作为保底区主体选项，与杭州师范大学临床医学搭配。","school":"贵州医科大学","remarks":"","soe_fit":"临床医学主要就业于公立医院（事业单位），非传统国企范畴。","grad_boost":"临床医学必须考研，贵州医科大学有硕士点，考研可往更高层次医学院。","slot_label":"主体","alternative":"杭州师范大学临床医学，城市更优。","slot_rating":"slot_06","admission_rate":"保底","grad_employment":"考研后可进入三甲医院或医学研究机构。","undergrad_employment":"本科毕业后需规培，可进入县级医院或社区医院。","civil_service_friendly":"临床医学考公可报考卫健委、药监局等部门，但岗位较少，考公一般。"},{"city":"","risk":"位于西宁，经济活跃度一般，实习机会有限。","type":"保底","major":"金融学","reason":"青海大学是双一流高校，金融学专业在西部就业有优势。录取最低分574，位次48219，安全边际大。建议作为保底区主体选项，但需考虑地理位置接受度。","school":"青海大学","remarks":"","soe_fit":"金融学在银行、保险等国企需求稳定，青海大学作为双一流，在西部国企中有优势。","grad_boost":"学校有金融学硕士点，考研可往内地财经强校提升。","slot_label":"主体","alternative":"江西财经大学数据科学与大数据技术（智能量化投资），城市更优。","slot_rating":"slot_06","admission_rate":"保底","grad_employment":"考研后可进入金融机构总部或考公进入金融监管部门。","undergrad_employment":"可进入西部银行、保险公司从事金融业务。","civil_service_friendly":"金融学可报考金融监管、财政等部门，考公岗位较多。"},{"city":"","risk":"中外合作办学学费较高，且“3+1”模式需出国一年。","type":"保底","major":"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)","reason":"南京工程学院是江苏省属高校，以电力见长，与江苏电网合作紧密。电气中外合作办学可获双学位，适合有意向进入电力系统或出国深造的学生。录取最低分574，位次48275，安全边际大。建议作为保底区主体选项，与兰州交通大学电气搭配。","school":"南京工程学院","remarks":"","soe_fit":"电气工程在电力国企需求大，南京工程学院在江苏电网中有较高认可度。","grad_boost":"双学位有利于申请海外硕士，国内考研需额外准备。","slot_label":"主体","alternative":"兰州交通大学电气工程及其自动化，无额外费用。","slot_rating":"slot_06","admission_rate":"保底","grad_employment":"出国读研后可进入国际电力企业或国内电网研发中心。","undergrad_employment":"可进入江苏电网或电力设备企业从事电气工作。","civil_service_friendly":"电气专业考公岗位有限，但中外合作办学对考公无额外优势。"},{"city":"","risk":"临床医学学习周期长、压力大，需坚定从医意愿。","type":"保底","major":"临床医学(第一、二、三学年在仓前校区，第四学年起在杭州市金华路120号)","reason":"杭州师范大学是浙江省属重点，临床医学在杭州有实习资源。录取最低分573，位次49316，安全边际大。杭州城市吸引力强，但临床医学学制长，需确认学生意愿。建议作为保底区缓冲选项，与贵州医科大学临床医学搭配。","school":"杭州师范大学","remarks":"","soe_fit":"临床医学主要就业于公立医院（事业单位），非传统国企。","grad_boost":"临床医学必须考研，杭州师范大学有硕士点，考研可往浙大等提升。","slot_label":"缓冲","alternative":"贵州医科大学临床医学，录取位次更低。","slot_rating":"slot_07","admission_rate":"保底","grad_employment":"考研后可进入三甲医院或医学研究机构。","undergrad_employment":"本科毕业后需规培，可进入杭州周边医院。","civil_service_friendly":"临床医学考公岗位较少，主要就业于医院。"},{"city":"","risk":"智能量化投资方向对数学和编程要求高，学习难度较大。","type":"保底","major":"数据科学与大数据技术(智能量化投资)","reason":"江西财经大学是财经强校，数据科学与大数据技术（智能量化投资）方向，融合金融与数据科学，就业前景好。录取最低分573，位次49324，安全边际大。建议作为保底区缓冲选项，与网络空间安全搭配。","school":"江西财经大学","remarks":"","soe_fit":"数据科学在金融国企（银行、保险）需求增长，江西财经在金融领域有行业资源。","grad_boost":"学校有统计学硕士点，考研可往上财、厦大等提升。","slot_label":"缓冲","alternative":"江西财经大学网络空间安全（低空数据管理与安全），同为新兴方向。","slot_rating":"slot_07","admission_rate":"保底","grad_employment":"考研后可进入券商、基金公司量化投资部门或金融监管机构。","undergrad_employment":"可进入金融科技公司、银行数据分析部门从事数据挖掘、量化分析工作。","civil_service_friendly":"数据科学专业可报考统计局、金融监管等部门，岗位较少但新兴。"},{"city":"","risk":"ICC项目可能涉及额外费用，需核实。","type":"保底","major":"自动化(国际创新课程ICC项目)","reason":"东北电力大学是吉林省属重点，原电力部直属，在电力行业有深厚背景。自动化ICC项目为国际创新课程，培养国际化人才。录取最低分572，位次50519，安全边际大。建议作为保底区缓冲选项，与兰州交通大学电气搭配。","school":"东北电力大学","remarks":"","soe_fit":"自动化在电力国企需求稳定，东北电力在电力系统认可度高。","grad_boost":"学校有自动化硕士点，考研可往华电、东电等提升。","slot_label":"缓冲","alternative":"兰州交通大学电气工程及其自动化，同为电力系统方向。","slot_rating":"slot_08","admission_rate":"保底","grad_employment":"考研后可进入电力设计院或研发中心。","undergrad_employment":"可进入电力企业从事自动化控制、运维工作。","civil_service_friendly":"自动化专业考公岗位有限。"},{"city":"","risk":"学校位于太原，城市经济活跃度一般。","type":"保底","major":"机械设计制造及其自动化","reason":"中北大学是山西省属重点，原兵器工业部直属，在军工领域有行业资源。机械设计制造及其自动化专业就业稳定。录取最低分572，位次50527，安全边际大。建议作为保底区缓冲选项，与武汉工程大学机械设计搭配。","school":"中北大学","remarks":"","soe_fit":"机械专业在军工、制造类国企需求稳定，中北大学在军工系统有行业背景。","grad_boost":"学校有机械工程硕士点，考研可往北理工、南理工等提升。","slot_label":"缓冲","alternative":"武汉工程大学机械设计制造及其自动化（智能制造方向），城市更优。","slot_rating":"slot_08","admission_rate":"保底","grad_employment":"考研后可进入军工研究所或高端制造企业研发岗。","undergrad_employment":"可进入军工企业或制造企业从事机械设计、工艺工作。","civil_service_friendly":"机械类考公岗位有限。"},{"city":"","risk":"学校位于哈尔滨，冬季寒冷。","type":"保底","major":"自动化","reason":"黑龙江大学自动化专业，就业面宽。录取最低分571，位次51789，安全边际大。建议作为保底区缓冲选项，与哈尔滨理工大学自动化搭配。","school":"黑龙江大学","remarks":"","soe_fit":"自动化在制造类国企需求稳定，黑大在东北国企中有一定认可度。","grad_boost":"学校有控制科学与工程硕士点，考研可往哈工大等提升。","slot_label":"缓冲","alternative":"哈尔滨理工大学自动化，位次更高。","slot_rating":"slot_09","admission_rate":"保底","grad_employment":"考研后可进入自动化领域研发岗。","undergrad_employment":"可进入东北地区制造企业从事自动化控制工作。","civil_service_friendly":"自动化专业考公岗位有限。"},{"city":"","risk":"第1年在进贤教学点就读，校区位置偏远。","type":"保底","major":"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)","reason":"华东交通大学软件工程（软件开发技术），培养软件开发人才。录取最低分571，位次51743，安全边际大。建议作为保底区缓冲选项，与计算机科学与技术搭配。","school":"华东交通大学","remarks":"","soe_fit":"软件工程在铁路、电信等国企需求稳定，华东交大在铁路系统有行业背景。","grad_boost":"学校有软件工程硕士点，考研可往北交大等提升。","slot_label":"缓冲","alternative":"华东交通大学计算机科学与技术（基础学科拔尖人才培养基地）。","slot_rating":"slot_09","admission_rate":"保底","grad_employment":"考研后可进入轨道交通领域研发中心或互联网企业。","undergrad_employment":"可进入铁路系统IT部门或IT企业从事软件开发。","civil_service_friendly":"软件工程考公岗位与计算机类相似，考公友好。"},{"city":"","risk":"计划仅1人，录取不确定性较高。","type":"保底","major":"机械设计制造及其自动化","reason":"沈阳建筑大学是辽宁省属重点，以建筑、土木见长，机械专业在建筑机械领域有特色。录取最低分570，位次52929，计划仅1人，但位次安全边际极大。建议作为保底区缓冲选项，与中北大学机械设计搭配。","school":"沈阳建筑大学","remarks":"","soe_fit":"机械专业在建筑、制造类国企需求稳定，沈阳建筑在建筑行业有行业背景。","grad_boost":"学校有机械工程硕士点，考研可往大连理工等提升。","slot_label":"缓冲","alternative":"中北大学机械设计制造及其自动化，计划更多。","slot_rating":"slot_10","admission_rate":"保底","grad_employment":"考研后可进入建筑机械研究院或高端制造企业。","undergrad_employment":"可进入建筑机械企业或制造企业从事机械设计工作。","civil_service_friendly":"机械类考公岗位有限。"},{"city":"","risk":"师范类院校的工科专业，在行业认可度上可能不如工科院校。","type":"保底","major":"电子信息工程","reason":"安徽师范大学是安徽省属重点，电子信息工程专业就业面宽。录取最低分570，位次52964，安全边际大。建议作为保底区缓冲选项，与华东交通大学软件工程搭配。","school":"安徽师范大学","remarks":"","soe_fit":"电子信息在通信、电子类国企需求稳定，安徽师范在安徽本地国企中有一定认可度。","grad_boost":"学校有电子信息硕士点，考研可往中科大、合工大等提升。","slot_label":"缓冲","alternative":"华东交通大学软件工程（软件开发技术），工科院校。","slot_rating":"slot_10","admission_rate":"保底","grad_employment":"考研后可进入通信、电子类国企研发中心。","undergrad_employment":"可进入安徽本地电子企业从事硬件测试、技术支持等工作。","civil_service_friendly":"电子信息工程可报考工信、公安等部门，岗位有限。"}],"strategy":{"core":"本地组装结果包含冲刺20个、稳妥50个、保底26个；稳妥区是主决策区，冲刺区承担上探空间，保底区承担下限保护，正式填报前应从该方案包中继续收窄。","uncertainties":"主要不确定性来自当年招生计划、专业组变化、热门专业位次波动、城市接受度和就业/升学路径证据的完整性。","not_recommended":"不建议只看学校名气或只追热门专业，也不建议把冲刺项当作确定录取项、把保底项完全删除。"},"final_notes":{"scope":"本报告是基于本地数据和模型分析的志愿方案包，不等同于最终正式填报表。","next_steps":"逐项核对招生章程、专业组、计划人数、学费、校区、转专业政策和近年位次，再确定最终顺序。","data_to_verify":"正式填报前请以目标院校当年招生章程、选科要求和最新招生计划为准。"},"source_notes":{"items":[{"type":"本地事实","usage":"用于锁定可展示方案，不允许最终阶段新增候选。","content":"学校、专业、桶归属和候选数量来自本地候选表。","verification_needed":"需与官方招生计划、专业组和选科要求核对。"},{"type":"模型推断","usage":"用于辅助理解方案价值和取舍。","content":"每个方案的考公、国企、考研、就业和风险说明由桶级 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与后续计算机类专业形成梯度。","major":"人工智能(拔尖创新班)","school":"首都师范大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"沈阳航空航天大学是原航空工业部直属院校，在航空航天领域有行业认可度，电子信息工程专业就业主要面向军工、航空央企。2023年最低分599，位次25090，考生位次25000，处于上沿位置，计划仅1人，录取风险较大。建议作为稳妥区前段志愿，但需注意计划数少，位次波动可能导致落榜。","major":"电子信息工程","school":"沈阳航空航天大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"东北农业大学是211高校，电气工程及其自动化专业就业方向明确，主要面向国家电网等国企。2023年最低分596，位次27284，考生位次25000，处于上沿位置，计划4人，录取把握较大。建议作为稳妥区中段志愿，与后续电气类专业形成梯度。","major":"电气工程及其自动化","school":"东北农业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"西安邮电大学是原邮电部直属院校，在通信、计算机领域有行业认可度，计算机科学与技术专业就业前景好。2023年最低分598，位次25853，考生位次25000，处于上沿位置，计划4人，录取概率较高。建议作为稳妥区前段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术","school":"西安邮电大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"云南大学是211高校，金融学+计算机双学士学位项目复合型培养，就业竞争力强。2023年最低分596，位次27332，考生位次25000，处于上沿位置，计划仅1人，录取风险较大。建议作为稳妥区中段志愿，但需注意计划数少，位次波动可能导致落榜。","major":"金融学(金融学+计算机科学与技术双学士学位)","school":"云南大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"海南大学是211高校，人工智能专业是新兴热门，就业前景好。2023年最低分597，位次26534，考生位次25000，处于上沿位置，计划6人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"人工智能","school":"海南大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"桂林电子科技大学是原电子工业部直属院校，在电子信息领域有行业认可度，计算机科学与技术专业就业前景好。2023年最低分597，位次26514，考生位次25000，处于上沿位置，计划2人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术","school":"桂林电子科技大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"北京信息科技大学是北京市属重点大学，电气工程及其自动化专业就业方向明确，主要面向国家电网等国企。2023年最低分596，位次27234，考生位次25000，处于上沿位置，计划2人，录取概率较高。建议作为稳妥区中段志愿，与后续电气类专业形成梯度。","major":"电气工程及其自动化","school":"北京信息科技大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"上海海洋大学是上海市属重点大学，计算机科学与技术专业就业前景好，上海区位优势明显。2023年最低分594，位次28746，考生位次25000，处于主体位置，计划6人，录取把握较大。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术","school":"上海海洋大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"江苏大学是江苏省属重点大学，机械设计制造及其自动化专业是传统工科强项，就业主要面向制造业国企。2023年最低分595，位次28109，考生位次25000，处于上沿位置，计划4人，录取概率较高。建议作为稳妥区中段志愿，与后续机械类专业形成梯度。","major":"机械设计制造及其自动化","school":"江苏大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"青岛大学是山东省属重点大学，计算机科学与技术图灵班是优势专业，培养质量高，保研率高。2023年最低分594，位次28748，考生位次25000，处于主体位置，计划30人，录取把握很大。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术(图灵班)","school":"青岛大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"海南大学是211高校，自动化专业是工科热门，就业方向广泛，可进入制造业、电力、交通等行业。2023年最低分595，位次28069，考生位次25000，处于上沿位置，计划7人，录取概率较高。建议作为稳妥区中段志愿，与后续自动化类专业形成梯度。","major":"自动化","school":"海南大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"广东工业大学是广东省属重点大学，计算机科学与技术专业就业前景好，揭阳校区录取分数相对较低。2023年最低分594，位次28752，考生位次25000，处于主体位置，计划2人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术(揭阳校区)","school":"广东工业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"上海海事大学是上海市属重点大学，计算机科学与技术专业就业前景好，上海区位优势明显。2023年最低分593，位次29587，考生位次25000，处于主体位置，计划2人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术","school":"上海海事大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"北京信息科技大学是北京市属重点大学，软件工程专业就业前景好，北京区位优势明显。2023年最低分595，位次28108，考生位次25000，处于上沿位置，计划3人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"软件工程","school":"北京信息科技大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"河北工业大学是211高校，电气工程及其自动化专业是优势专业，芬兰校区提供国际化培养机会，适合有出国打算且家庭经济条件较好的考生。2023年最低分592，位次30405，考生位次25000，处于主体位置，计划2人，录取概率较高。但芬兰阶段学费12000欧元/年，需家庭经济支持。建议作为稳妥区中段志愿，但需考虑经济承受能力。","major":"电气工程及其自动化(河北工业大学芬兰校区招生专业，专业教学培养使用的外语语种为英语，培养模式为“1+3(一年国内加三年芬兰)”；学费：国内阶段5800人民币/年；芬兰阶段为12000欧元/年)","school":"河北工业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"西安理工大学是陕西省属重点大学，自动化卓越班是优势专业，培养质量高，就业前景好。2023年最低分593，位次29659，考生位次25000，处于主体位置，计划3人，录取概率较高。建议作为稳妥区中段志愿，与后续自动化类专业形成梯度。","major":"自动化(卓越班，曲江校区)","school":"西安理工大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"湘潭大学是双一流高校，数据科学与大数据技术是新兴热门专业，就业前景好。2023年最低分593，位次29621，考生位次25000，处于主体位置，计划4人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"数据科学与大数据技术(学费标准以最新收费文件及上级精神为准)","school":"湘潭大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"湘潭大学是双一流高校，通信工程专业是工科热门，就业主要面向通信运营商和设备商。2023年最低分592，位次30446，考生位次25000，处于主体位置，计划5人，录取概率较高。建议作为稳妥区中段志愿，与后续通信类专业形成梯度。","major":"通信工程","school":"湘潭大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"北方工业大学是北京市属重点大学，通信工程专业就业前景好，北京区位优势明显。2023年最低分592，位次30445，考生位次25000，处于主体位置，计划2人，录取概率较高。建议作为稳妥区中段志愿，与后续通信类专业形成梯度。","major":"通信工程","school":"北方工业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"广西大学是211高校，自动化专业是工科热门，就业方向广泛。2023年最低分591，位次31385，考生位次25000，处于主体位置，计划10人，录取把握很大。建议作为稳妥区中段志愿，与后续自动化类专业形成梯度。","major":"自动化","school":"广西大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"西南大学是211高校，电子信息工程中外合作办学项目可获澳大利亚塔斯马尼亚大学学位，适合有出国打算的考生。2023年最低分591，位次31296，考生位次25000，处于主体位置，计划3人，录取概率较高。建议作为稳妥区中段志愿，但需考虑英语要求和学费。","major":"电子信息工程(中外合作办学)(以英语为主要授课语言，建议英语语种考生报考。外方合作高校：澳大利亚塔斯马尼亚大学)","school":"西南大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"广州大学是广州市属重点大学，软件工程专业就业前景好，广州区位优势明显。2023年最低分590，位次32204，考生位次25000，处于主体位置，计划2人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"软件工程","school":"广州大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"天津科技大学是天津市属重点大学，计算机科学与技术专业就业前景好，天津区位优势明显。2023年最低分591，位次31388，考生位次25000，处于主体位置，计划4人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术(实行学分制收费)","school":"天津科技大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"西南石油大学是四川省属重点大学，通信工程专业就业前景好，石油行业信息化需求大。2023年最低分590，位次32205，考生位次25000，处于主体位置，计划3人，录取概率较高。建议作为稳妥区中段志愿，与后续通信类专业形成梯度。","major":"通信工程","school":"西南石油大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"中国石油大学(北京)是211高校，克拉玛依校区与校本部同属一个211平台，会计学专业就业方向明确，主要面向石油石化央企。2023年最低分588，位次33903，考生位次25000，处于主体位置，计划6人，录取把握很大。建议作为稳妥区中段志愿，与后续财经类专业形成梯度。","major":"会计学","school":"中国石油大学(北京)克拉玛依校区","priority":"稳妥","fill_strategy":"稳妥"},{"note":"中国计量大学是浙江省属重点大学，计算机科学与技术专业就业前景好，位于杭州，区位优势明显。2023年最低分590，位次32181，考生位次25000，处于主体位置，计划3人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术","school":"中国计量大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"海南大学是211高校，软件工程NIIT项目与印度NIIT合作，部分课程英文授课，适合英语较好的考生。2023年最低分589，位次32972，考生位次25000，处于主体位置，计划16人，录取把握很大。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"软件工程(NIIT)(部分课程采用英文教材和英语授课，非英语语种考生慎报)","school":"海南大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"西安理工大学是陕西省属重点大学，机械设计制造及其自动化专业是传统工科强项，就业主要面向制造业国企。2023年最低分588，位次33907，考生位次25000，处于主体位置，计划6人，录取把握很大。建议作为稳妥区中段志愿，与后续机械类专业形成梯度。","major":"机械设计制造及其自动化(曲江校区)","school":"西安理工大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"长沙理工大学是湖南省属重点大学，网络空间安全是新兴热门专业，就业前景好。2023年最低分589，位次33062，考生位次25000，处于主体位置，计划2人，录取概率较高。建议作为稳妥区中段志愿，与后续计算机类专业形成梯度。","major":"网络空间安全","school":"长沙理工大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"浙江师范大学是浙江省属重点大学，计算机科学与技术（非师范）专业就业前景好，浙江区位优势明显。2023年最低分587，位次34761，考生位次25000，处于主体位置，计划3人，录取概率较高。建议作为稳妥区后段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术(非师范)(大一在杭州萧山校区，大二起在校本部)","school":"浙江师范大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"北京第二外国语学院是北京市属重点大学，金融学数智金融方向辅修英语，复合型培养，就业竞争力强。2023年最低分586，位次35721，考生位次25000，处于缓冲位置，计划1人，录取风险较大。建议作为稳妥区后段志愿，但需注意计划数少，位次波动可能导致落榜。","major":"金融学(数智金融方向)(外语单科成绩不低于90分；辅修英语专业，复合型人才培养，合格者同时授予辅修学士学位)","school":"北京第二外国语学院","priority":"稳妥","fill_strategy":"稳妥"},{"note":"常州大学是江苏省属重点大学，计算机科学与技术专业就业前景好，江苏区位优势明显。2023年最低分586，位次35647，考生位次25000，处于缓冲位置，计划2人，录取概率较高。建议作为稳妥区后段志愿，与后续计算机类专业形成梯度。","major":"计算机科学与技术","school":"常州大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"湖南科技大学是湖南省属重点大学，自动化专业是工科热门，就业方向广泛。2023年最低分587，位次34787，考生位次25000，处于主体位置，计划1人，录取风险较大。建议作为稳妥区后段志愿，但需注意计划数少，位次波动可能导致落榜。","major":"自动化","school":"湖南科技大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"东北电力大学是原电力部直属院校，在电力系统有极高认可度，自动化专业就业主要面向国家电网等电力国企。2023年最低分584，位次37569，考生位次25000，处于缓冲位置，计划20人，录取把握很大。建议作为稳妥区后段志愿，与后续电气类专业形成梯度。","major":"自动化","school":"东北电力大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"浙江财经大学是浙江省属重点大学，数据科学与大数据技术是新兴热门专业，就业前景好，位于杭州，区位优势明显。2023年最低分585，位次36591，考生位次25000，处于缓冲位置，计划2人，录取概率较高。建议作为稳妥区后段志愿，与后续财经类专业形成梯度。","major":"数据科学与大数据技术","school":"浙江财经大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"重庆交通大学是重庆市属重点大学，电气工程及其自动化专业就业方向明确，主要面向轨道交通、电力等国企。2023年最低分585，位次36567，考生位次25000，处于缓冲位置，计划3人，录取概率较高。建议作为稳妥区后段志愿，与后续电气类专业形成梯度。","major":"电气工程及其自动化","school":"重庆交通大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"新疆大学是211高校，金融学专业适合考公、银行等路径，211平台对考研和就业有帮助。2023年最低分584，位次37574，考生位次25000，处于缓冲位置，计划2人，录取概率较高。建议作为稳妥区后段志愿，但需考虑地理位置偏远。","major":"金融学","school":"新疆大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"江西师范大学是江西省属重点大学，法学专业是考公热门，适合有志于公务员或事业单位的考生。2023年最低分582，位次39587，考生位次25000，处于缓冲位置，计划11人，录取把握很大。建议作为稳妥区后段志愿，与后续法学类专业形成梯度。","major":"法学","school":"江西师范大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"宁波诺丁汉大学是中外合作办学高校，计算机科学与技术2+2项目可获英国诺丁汉大学学位，适合有出国打算且英语能力强的考生。2023年最低分581，位次40563，考生位次25000，处于缓冲位置，计划6人，录取概率较高。但外语单科不低于115分，需确认符合条件；后两年在英国就读，学费另计，经济负担重。建议作为稳妥区后段志愿，但需考虑经济承受能力和英语要求。","major":"计算机科学与技术(中外合作办学)(2加2)(外语单科成绩不低于115分，全英文授课，非英语语种考生请慎重填报，含2个专业方向：计算机科学、计算机科学与人工智能；后两年在英国诺丁汉大学就读，学费另计)","school":"宁波诺丁汉大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"华东交通大学是原铁道部直属院校，在轨道交通领域有行业认可度，电气工程及其自动化专业就业主要面向铁路、地铁等国企。2023年最低分580，位次41652，考生位次25000，处于缓冲位置，计划9人，录取把握很大。建议作为稳妥区后段志愿，与后续电气类专业形成梯度。","major":"电气工程及其自动化","school":"华东交通大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"石家庄铁道大学是原铁道部直属院校，在铁路基建领域有行业认可度，机械设计制造及其自动化卓越计划班培养质量高。2023年最低分582，位次39603，考生位次25000，处于缓冲位置，计划4人，录取概率较高。建议作为稳妥区后段志愿，与后续机械类专业形成梯度。","major":"机械设计制造及其自动化(卓越计划班，龙山校区)","school":"石家庄铁道大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"集美大学是福建省属重点大学，软件工程专业就业前景好，位于厦门，区位优势明显。2023年最低分581，位次40580，考生位次25000，处于缓冲位置，计划2人，录取概率较高。建议作为稳妥区后段志愿，与后续计算机类专业形成梯度。","major":"软件工程(一、二学年学费5460元/生·年；三、四学年学费13000元/生·年)","school":"集美大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"南京信息工程大学是双一流高校，数据科学与大数据技术中外合作办学项目可获英国雷丁大学学位，适合有出国打算的考生。2023年最低分","major":"数据科学与大数据技术(中外合作办学)(可在国内学习四年，也可第四年赴英国雷丁大学学习，学费按英国标准收取)","school":"南京信息工程大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"通过四轮桶内处理后保留","major":"电子信息工程","school":"重庆交通大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"通过四轮桶内处理后保留","major":"人工智能","school":"桂林电子科技大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"武汉工程大学是湖北省属重点高校，在化工、机械领域有行业积累，武汉作为中部工业重镇，就业资源丰富。智能制造方向对接制造业升级，适合进入国企或考研深造。录取最低分579，位次42763，低于学生位次约17000名，安全边际充足。建议作为保底区上沿选项，与重庆理工大学自动化等构成理工类保底组合。","major":"机械设计制造及其自动化(智能制造方向)","school":"武汉工程大学","priority":"保底","fill_strategy":"保底"},{"note":"重庆理工大学是重庆市属重点高校，以工科见长，两江校区位于重庆工业核心区，实习就业便利。自动化专业就业面宽，可进国企或考研。录取最低分579，位次42758，安全边际大。建议作为保底区上沿，与武汉工程大学机械设计等搭配。","major":"自动化(两江校区)","school":"重庆理工大学","priority":"保底","fill_strategy":"保底"},{"note":"黑龙江大学是省属重点综合性大学，计算机专业为国家级一流专业，在东北地区就业有优势。录取最低分579，位次42646，安全边际充足。建议作为保底区上沿，与青岛科技大学计算机等形成保底组合。","major":"计算机科学与技术","school":"黑龙江大学","priority":"保底","fill_strategy":"保底"},{"note":"西安工业大学是陕西省属重点，原兵器工业部直属，在军工国企中有行业资源。会计学专业就业稳定，考公或进国企财务部门均合适。录取最低分578，位次43903，安全边际大。建议作为保底区上沿，与吉林财经大学会计学搭配。","major":"会计学","school":"西安工业大学","priority":"保底","fill_strategy":"保底"},{"note":"吉林财经大学是吉林省属重点财经院校，原隶属国家税务总局，在财税系统有行业影响力。会计学专业就业稳定，适合考公或国企财务。录取最低分578，位次43742，安全边际大。建议作为保底区上沿，与西安工业大学会计学搭配。","major":"会计学","school":"吉林财经大学","priority":"保底","fill_strategy":"保底"},{"note":"江西财经大学是财政部、教育部与江西省共建的财经强校，在财经领域声誉高。网络空间安全（低空经济方向）是新兴交叉专业，就业前景好。录取最低分578，位次43846，安全边际大。建议作为保底区上沿，与数据科学等搭配。","major":"网络空间安全(低空数据管理与安全)(低空经济专业群)","school":"江西财经大学","priority":"保底","fill_strategy":"保底"},{"note":"武汉工程大学会计学ACCA方向，培养国际会计人才，适合有意向进入外企或大型国企国际业务的学生。录取最低分577，位次45143，安全边际大。但需额外培训费1.2万/年，经济成本需考虑。建议作为保底区上沿，与普通会计学搭配。","major":"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)","school":"武汉工程大学","priority":"保底","fill_strategy":"保底"},{"note":"兰州交通大学是甘肃省属重点，原铁道部直属，在铁路、轨道交通领域有深厚行业背景。电气工程专业就业稳定，进铁路局或国家电网优势明显。录取最低分577，位次45074，安全边际大。建议作为保底区上沿，与东北电力大学自动化等搭配。","major":"电气工程及其自动化","school":"兰州交通大学","priority":"保底","fill_strategy":"保底"},{"note":"成都理工大学是双一流高校，会计学中外合作办学可获英国学位，适合有意向出国或进入外企的学生。录取最低分577，位次44899，安全边际大。但学费较高，需考虑经济成本。建议作为保底区上沿，与普通会计学搭配。","major":"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)","school":"成都理工大学","priority":"保底","fill_strategy":"保底"},{"note":"青岛科技大学是山东省属重点，以化工、材料见长，计算机专业发展迅速。青岛作为沿海经济强市，IT就业机会较多。录取最低分576，位次46059，计划52人，录取概率高。建议作为保底区主体选项，与黑龙江大学计算机搭配。","major":"计算机科学与技术","school":"青岛科技大学","priority":"保底","fill_strategy":"保底"},{"note":"新疆大学是双一流高校，软件工程为国家级一流专业，含俄语特色班，适合有意向在西部发展或学习俄语的学生。录取最低分576，位次46148，计划30人，录取概率高。建议作为保底区主体选项，但需考虑地理位置接受度。","major":"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)","school":"新疆大学","priority":"保底","fill_strategy":"保底"},{"note":"成都理工大学是双一流高校，计算机中外合作办学可获英国学位，适合有意向出国或进入外企的学生。录取最低分576，位次46167，计划2人，录取概率较高。建议作为保底区主体选项，与会计学中外合作办学搭配。","major":"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)","school":"成都理工大学","priority":"保底","fill_strategy":"保底"},{"note":"哈尔滨理工大学是黑龙江省属重点，以电气、机械见长，自动化专业就业面宽。录取最低分575，位次47118，安全边际大。建议作为保底区主体选项，与安徽理工大学电气工程搭配。","major":"自动化","school":"哈尔滨理工大学","priority":"保底","fill_strategy":"保底"},{"note":"安徽理工大学是安徽省属重点，以矿业、安全见长，电气工程专业就业稳定。录取最低分575，位次47053，计划2人，安全边际大。建议作为保底区主体选项，与哈尔滨理工大学自动化搭配。","major":"电气工程及其自动化","school":"安徽理工大学","priority":"保底","fill_strategy":"保底"},{"note":"华东交通大学是江西省属重点，原铁道部直属，在轨道交通领域有行业资源。计算机科学与技术为拔尖人才培养基地，培养质量高。录取最低分575，位次46998，安全边际大。建议作为保底区主体选项，与软件工程搭配。","major":"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)","school":"华东交通大学","priority":"保底","fill_strategy":"保底"},{"note":"贵州医科大学是贵州省属重点医学院校，临床医学为国家级特色专业。录取最低分574，位次48259，安全边际大。但临床医学学制长、压力大，需确认学生是否愿意从医。建议作为保底区主体选项，与杭州师范大学临床医学搭配。","major":"临床医学(色弱、色盲、单色不能识别者不予录取)","school":"贵州医科大学","priority":"保底","fill_strategy":"保底"},{"note":"青海大学是双一流高校，金融学专业在西部就业有优势。录取最低分574，位次48219，安全边际大。建议作为保底区主体选项，但需考虑地理位置接受度。","major":"金融学","school":"青海大学","priority":"保底","fill_strategy":"保底"},{"note":"南京工程学院是江苏省属高校，以电力见长，与江苏电网合作紧密。电气中外合作办学可获双学位，适合有意向进入电力系统或出国深造的学生。录取最低分574，位次48275，安全边际大。建议作为保底区主体选项，与兰州交通大学电气搭配。","major":"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)","school":"南京工程学院","priority":"保底","fill_strategy":"保底"},{"note":"杭州师范大学是浙江省属重点，临床医学在杭州有实习资源。录取最低分573，位次49316，安全边际大。杭州城市吸引力强，但临床医学学制长，需确认学生意愿。建议作为保底区缓冲选项，与贵州医科大学临床医学搭配。","major":"临床医学(第一、二、三学年在仓前校区，第四学年起在杭州市金华路120号)","school":"杭州师范大学","priority":"保底","fill_strategy":"保底"},{"note":"江西财经大学是财经强校，数据科学与大数据技术（智能量化投资）方向，融合金融与数据科学，就业前景好。录取最低分573，位次49324，安全边际大。建议作为保底区缓冲选项，与网络空间安全搭配。","major":"数据科学与大数据技术(智能量化投资)","school":"江西财经大学","priority":"保底","fill_strategy":"保底"},{"note":"东北电力大学是吉林省属重点，原电力部直属，在电力行业有深厚背景。自动化ICC项目为国际创新课程，培养国际化人才。录取最低分572，位次50519，安全边际大。建议作为保底区缓冲选项，与兰州交通大学电气搭配。","major":"自动化(国际创新课程ICC项目)","school":"东北电力大学","priority":"保底","fill_strategy":"保底"},{"note":"中北大学是山西省属重点，原兵器工业部直属，在军工领域有行业资源。机械设计制造及其自动化专业就业稳定。录取最低分572，位次50527，安全边际大。建议作为保底区缓冲选项，与武汉工程大学机械设计搭配。","major":"机械设计制造及其自动化","school":"中北大学","priority":"保底","fill_strategy":"保底"},{"note":"黑龙江大学自动化专业，就业面宽。录取最低分571，位次51789，安全边际大。建议作为保底区缓冲选项，与哈尔滨理工大学自动化搭配。","major":"自动化","school":"黑龙江大学","priority":"保底","fill_strategy":"保底"},{"note":"华东交通大学软件工程（软件开发技术），培养软件开发人才。录取最低分571，位次51743，安全边际大。建议作为保底区缓冲选项，与计算机科学与技术搭配。","major":"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)","school":"华东交通大学","priority":"保底","fill_strategy":"保底"},{"note":"沈阳建筑大学是辽宁省属重点，以建筑、土木见长，机械专业在建筑机械领域有特色。录取最低分570，位次52929，计划仅1人，但位次安全边际极大。建议作为保底区缓冲选项，与中北大学机械设计搭配。","major":"机械设计制造及其自动化","school":"沈阳建筑大学","priority":"保底","fill_strategy":"保底"},{"note":"安徽师范大学是安徽省属重点，电子信息工程专业就业面宽。录取最低分570，位次52964，安全边际大。建议作为保底区缓冲选项，与华东交通大学软件工程搭配。","major":"电子信息工程","school":"安徽师范大学","priority":"保底","fill_strategy":"保底"}]},"family_summary":"建议家庭先围绕稳妥区确定主线，再决定保留多少冲刺弹性和保底安全垫；涉及城市、专业强度、考研或就业路径的取舍，应结合学生真实接受度复核。","local_evidence":{"total":0,"groups":[],"summary":""},"family_concerns":{"civil_service":"考公考编友好度已在每个方案中单独判断，需优先查看岗位匹配宽度和专业限制，而不是只看学校层次。","graduate_school":"考研价值应结合专业连续性、学科平台和学生深造意愿复核，不能把所有专业都默认视为考研加分。","location_advice":"城市和省内外接受度会影响最终排序，正式填报前应把家庭不能接受的地域边界再次确认。","soe_opportunity":"国企适配度需看专业与能源、电力、通信、制造、交通、金融等行业链条的真实关联。"},"student_summary":"山东考生，600分，位次25000，选科物理、化学、地理；本报告基于本地候选池和三桶 AI 逐项生成结果，形成冲刺20个、稳妥50个、保底26个的可复核方案包。","employment_trends":{"items":[{"major":"专业待确认","advice":"建议在志愿组合中同时保留平台、专业与地域的平衡配置。","school":"院校待确认","plan_type":"稳妥","risk_note":"需同步关注行业周期、岗位竞争与专业冷热变化。","regional_fit":"需结合目标城市与产业布局核验","trend_window":"未来 3-5 年","demand_signal":"建议结合官方就业质量报告与行业招聘变化综合判断。","trend_verdict":"需结合最新行业景气判断","sector_direction":"建议重点关注院校公开就业去向、行业分布与岗位类型。"},{"major":"专业待确认","advice":"建议在志愿组合中同时保留平台、专业与地域的平衡配置。","school":"院校待确认","plan_type":"稳妥","risk_note":"需同步关注行业周期、岗位竞争与专业冷热变化。","regional_fit":"需结合目标城市与产业布局核验","trend_window":"未来 3-5 年","demand_signal":"建议结合官方就业质量报告与行业招聘变化综合判断。","trend_verdict":"需结合最新行业景气判断","sector_direction":"建议重点关注院校公开就业去向、行业分布与岗位类型。"},{"major":"专业待确认","advice":"建议在志愿组合中同时保留平台、专业与地域的平衡配置。","school":"院校待确认","plan_type":"稳妥","risk_note":"需同步关注行业周期、岗位竞争与专业冷热变化。","regional_fit":"需结合目标城市与产业布局核验","trend_window":"未来 3-5 年","demand_signal":"建议结合官方就业质量报告与行业招聘变化综合判断。","trend_verdict":"需结合最新行业景气判断","sector_direction":"建议重点关注院校公开就业去向、行业分布与岗位类型。"}],"overview":"就业趋势仅作为方向性参考，具体路径应以专业课程、学校平台、地区产业和个人能力共同判断。","action_summary":"先筛掉家庭明确不能接受的地域和强度，再围绕稳妥区主线比较专业路径，最后配置冲刺和保底。"},"recommendation_evidence":{"factors":[{"title":"三桶角色","analysis":"冲刺、稳妥、保底分别承担上探、主线和兜底功能。","evidence":"冲刺20个、稳妥50个、保底26个","conclusion":"后续应先定稳妥主线，再配置冲刺和保底比例。"},{"title":"本地候选边界","analysis":"最终方案只从本地候选表归一化生成，避免模型新增不存在的学校专业。","evidence":"候选表计数：{\"reach_pool\":20,\"match_pool\":50,\"safe_pool\":26}","conclusion":"方案可解释性优先，数量不足时应明确暴露缺口。"},{"title":"偏好复核","analysis":"Candidate-level scoring round completed.；Candidate-level scoring round completed.；Candidate-level scoring round completed.；Candidate-level scoring round completed.","evidence":"来自阶段三轮次材料和桶内生成理由。","conclusion":"正式提交前应把家庭硬约束重新映射到候选项上。"}],"overall_judgment":"三桶方案已按本地候选表锁定学校专业，并由桶级 LLM 生成逐项理由；候选表规模为冲刺20个、稳妥50个、保底26个，最终仍需以官方招生章程和计划为准。","school_major_rationales":[{"major":"金融学(设有特许金融分析师CFA实验班， 可选拔至金融科技(金融学+数学与应用数学)双学位项目)","school":"中国海洋大学","evidence":"中国海洋大学是985高校，位于山东青岛，地域优势明显。金融学专业设有CFA实验班和双学位项目，培养模式优质。历史最低位次15631，考生位次25000，差距约9400位，冲刺空间较大。考生数学、英语强项适合金融学学习。建议放在冲刺区后段，作为985金融学的重要尝试。","rationale":"中国海洋大学是985高校，位于山东青岛，地域优势明显。金融学专业设有CFA实验班和双学位项目，培养模式优质。历史最低位次15631，考生位次25000，差距约9400位，冲刺空间较大。考生数学、英语强项适合金融学学习。建议放在冲刺区后段，作为985金融学的重要尝试。","risk_balance":"历史位次差距较大，录取概率偏低；金融学专业热度高，可能进一步推高位次。"},{"major":"电气工程及其自动化","school":"西北农林科技大学","evidence":"西北农林科技大学是985高校，电气工程及其自动化专业在山东招生历史最低位次15846，考生位次25000，差距约9200位，冲刺空间较大。考生物理强项适合电气专业。建议放在冲刺区后段，作为985电气的重要尝试。","rationale":"西北农林科技大学是985高校，电气工程及其自动化专业在山东招生历史最低位次15846，考生位次25000，差距约9200位，冲刺空间较大。考生物理强项适合电气专业。建议放在冲刺区后段，作为985电气的重要尝试。","risk_balance":"历史位次差距较大，录取概率偏低；学校农林特色明显，电气专业非优势学科。"},{"major":"金融学","school":"湖南师范大学","evidence":"湖南师范大学是211高校，在湖南省内及全国有一定认可度，师范类院校的金融学专业虽非强势，但211平台对考研和就业仍有帮助。金融学专业适合考公、银行、国企等路径，与考生国企/央企、考公/考编优先级匹配。2023年最低分599，位次25117，考生位次25000，处于上沿位置，计划4人，录取概率较高。建议作为稳妥区前段志愿...","rationale":"湖南师范大学是211高校，在湖南省内及全国有一定认可度，师范类院校的金融学专业虽非强势，但211平台对考研和就业仍有帮助。金融学专业适合考公、银行、国企等路径，与考生国企/央企、考公/考编优先级匹配。2023年最低分599，位次25117，考生位次25000，处于上沿位置，计划4人，录取概率较高。建议作为稳妥区前段志愿，与后续志愿形成梯度。","risk_balance":"金融学专业热度较高，位次可能小幅波动；师范类院校的金融学在金融行业认可度不如财经类院校。"},{"major":"电气工程及其自动化","school":"扬州大学","evidence":"扬州大学是江苏省属重点大学，综合实力较强，电气工程及其自动化专业是工科热门，就业方向明确，主要面向国家电网等国企。2023年最低分598，位次25831，考生位次25000，处于上沿位置，计划2人，录取把握较大。建议作为稳妥区前段志愿，与后续电气类专业形成梯度。","rationale":"扬州大学是江苏省属重点大学，综合实力较强，电气工程及其自动化专业是工科热门，就业方向明确，主要面向国家电网等国企。2023年最低分598，位次25831，考生位次25000，处于上沿位置，计划2人，录取把握较大。建议作为稳妥区前段志愿，与后续电气类专业形成梯度。","risk_balance":"计划仅2人，招生人数少，位次波动风险稍大；扬州大学非211，在电网招聘中竞争力弱于电力部属院校。"},{"major":"软件工程(中外合作办学)(与爱尔兰国立都柏林大学合作办学，学费9.5万元/学年、外语单科成绩不得低于110分)","school":"北京工业大学","evidence":"北京工业大学是211高校，软件工程专业就业前景好，中外合作办学项目可获爱尔兰国立都柏林大学学位，适合有出国打算或英语较好的考生。2023年最低分599，位次25096，考生位次25000，处于上沿位置，计划2人，录取概率较高。但学费9.5万元/年，需家庭经济条件支持；外语单科不低于110分，考生需确认符合条件。建议作为...","rationale":"北京工业大学是211高校，软件工程专业就业前景好，中外合作办学项目可获爱尔兰国立都柏林大学学位，适合有出国打算或英语较好的考生。2023年最低分599，位次25096，考生位次25000，处于上沿位置，计划2人，录取概率较高。但学费9.5万元/年，需家庭经济条件支持；外语单科不低于110分，考生需确认符合条件。建议作为稳妥区前段志愿，但需考虑经济承受能力。","risk_balance":"学费高昂，每年9.5万元；外语单科要求110分，若未达到则无法录取；中外合作办学项目认可度需结合个人规划。"},{"major":"机械设计制造及其自动化(智能制造方向)","school":"武汉工程大学","evidence":"武汉工程大学是湖北省属重点高校，在化工、机械领域有行业积累，武汉作为中部工业重镇，就业资源丰富。智能制造方向对接制造业升级，适合进入国企或考研深造。录取最低分579，位次42763，低于学生位次约17000名，安全边际充足。建议作为保底区上沿选项，与重庆理工大学自动化等构成理工类保底组合。","rationale":"武汉工程大学是湖北省属重点高校，在化工、机械领域有行业积累，武汉作为中部工业重镇，就业资源丰富。智能制造方向对接制造业升级，适合进入国企或考研深造。录取最低分579，位次42763，低于学生位次约17000名，安全边际充足。建议作为保底区上沿选项，与重庆理工大学自动化等构成理工类保底组合。","risk_balance":"学校非双一流，在部分国企校招中可能受限于院校层次。"},{"major":"自动化(两江校区)","school":"重庆理工大学","evidence":"重庆理工大学是重庆市属重点高校，以工科见长，两江校区位于重庆工业核心区，实习就业便利。自动化专业就业面宽，可进国企或考研。录取最低分579，位次42758，安全边际大。建议作为保底区上沿，与武汉工程大学机械设计等搭配。","rationale":"重庆理工大学是重庆市属重点高校，以工科见长，两江校区位于重庆工业核心区，实习就业便利。自动化专业就业面宽，可进国企或考研。录取最低分579，位次42758，安全边际大。建议作为保底区上沿，与武汉工程大学机械设计等搭配。","risk_balance":"两江校区相对偏远，部分学生可能介意校区位置。"}]}},"status":"success","stage":"completed","error_message":null,"trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","provider_used":"DeepSeek","model_used":"deepseek-chat","completed_at":"2026-05-18T22:38:05+00:00","last_error_code":null,"last_error_stage":null,"attempt_count":1,"customer_name":null,"note":null,"deleted_at":null,"draft_form_data":null,"form_sync_status":"synced","current_version_no":0,"last_form_saved_at":null,"last_published_at":null,"last_regeneration_error":null,"updated_at":"2026-05-18T22:24:26+00:00","created_at":"2026-05-18T22:24:26+00:00"},"context":{"id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","status":"success","stage":"completed","provider_used":"DeepSeek","model_used":"deepseek-chat","completed_at":"2026-05-18T22:38:05+00:00","last_error_code":null,"last_error_stage":null,"attempt_count":1,"current_version_no":0,"form_sync_status":"synced"},"events":[{"id":15,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_created","status_before":null,"status_after":"pending","stage_before":null,"stage_after":"created","message":"Report 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enqueued","payload_json":{"source":"generate_request","status":"queued","queueName":"report_generation","maxAttempts":3},"created_at":"2026-05-18T22:24:26+00:00","payload":{"source":"generate_request","status":"queued","queueName":"report_generation","maxAttempts":3}},{"id":18,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_job_started","status_before":"pending","status_after":"pending","stage_before":"queued","stage_after":"queued","message":"Report job 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Chinese gaokao guided report.\nYou may only choose canonical_major_name values that already exist in probe_canonical_major_pool_json.\nYou must not output executable keywords, SQL, candidate rows, or candidate_id values.\nReturn strict JSON only.\nRequired shape:\n{\n  \"selected_canonical_majors\": [{ \"canonical_major_name\": \"string\", \"confidence\": 0.82, \"reason_zh\": \"string\" }],\n  \"profile_summary_zh\": \"string\"\n}\nKeep the order meaningful because downstream code preserves your order.\nReturn at most top 15 selected_canonical_majors.","user_prompt_excerpt":"student_form_json:\n{\n  \"province\": \"山东\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"student_name\": \"测试01\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"selected_subjects\": [\n    \"物理\",\n    \"化学\",\n    \"地理\"\n  ],\n  \"gender\": \"男\",\n  \"accept_out_province\": true,\n  \"prefer_home_province\": \"unsure\",\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"decision_maker\": \"学生\",\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"subject_type\": \"物理、化学、地理\",\n  \"adjustment_policy\": \"not_applicable\",\n  \"accept_adjustment\": null,\n  \"planning_mode\": \"full\"\n}\n\nprobe_canonical_major_pool_json:\n[\n  {\n    \"canonical_major_name\": \"阿拉伯语\"\n  },\n  {\n    \"canonical_major_name\": \"宝石及材料工艺学\"\n  },\n  {\n    \"canonical_major_name\": \"保加利亚语\"\n  },\n  {\n    \"canonical_major_name\": \"保险学\"\n  },\n  {\n    \"canonical_major_name\": \"波兰语\"\n  },\n  {\n    \"canonical_major_name\": \"材料成型及控制工程\"\n  },\n  {\n    \"canonical_major_name\": \"材料化学\"\n  },\n  {\n    \"canonical_major_name\": \"材料科学与工程\"\n  },\n  {\n    \"canonical_major_name\": \"材料类\"\n  },\n  {\n    \"canonical_major_name\": \"材料物理\"\n  },\n  {\n    \"canonical_major_name\": \"财...","raw_response_excerpt":"{\n  \"selected_canonical_majors\": [\n    {\n      \"canonical_major_name\": \"计算机科学与技术\",\n      \"confidence\": 0.95,\n      \"reason_zh\": \"学生选考物理化学，数学英语强，偏好国企/央企和考研，计算机专业就业面广，符合高薪和稳定需求。\"\n    },\n    {\n      \"canonical_major_name\": \"电气工程及其自动化\",\n      \"confidence\": 0.90,\n      \"reason_zh\": \"物理化学强项，国企/央企需求大，电气专业对口国家电网等央企，稳定性高。\"\n    },\n    {\n      \"canonical_major_name\": \"电子信息工程\",\n      \"confidence\": 0.85,\n      \"reason_zh\": \"物理化学基础好，电子信息类就业前景好，可进国企或考研深造。\"\n    },\n    {\n      \"canonical_major_name\": \"自动化\",\n      \"confidence\": 0.85,\n      \"reason_zh\": \"物理化学强项，自动化专业应用广泛，国企和考研方向均适合。\"\n    },\n    {\n      \"canonical_major_name\": \"机械设计制造及其自动化\",\n      \"confidence\": 0.80,\n      \"reason_zh\": \"物理化学强，机械专业在国企需求大，且可考研提升。\"\n    },\n    {\n      \"canonical_major_name\": \"材料科学与工程\",\n      \"confidence\": 0.75,\n      \"reason_zh\": \"化学强项，材料专业在国企和考研方向有优势，但需注意就业面相对窄。\"\n    },\n    {\n      \"canonical_major_name\": \"软件工程\",\n      \"confidence\": 0.80,\n      \"reason_zh\": \"数学英语强，软件工程高薪且可进互联网大厂，但优先级低于国企偏好。\"\n    },\n    {\n      \"canonical_major_name\": \"人工智能\",\n      \"confidence\": 0.75,\n      \"reason_zh\": \"新兴热门，物理数学强，但竞争激烈，适合考研深造。\"\n    },\n    {\n      \"canonical_major_name\": \"通信工程\",\n      \"confidence\": 0.75,\n      \"reason_zh\": \"物理强，通信行业国企多，如...","duration_ms":12041,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:24:38+00:00"},{"id":2,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_semantic_query_plan","system_prompt_excerpt":"You are a query-planning engine for a Chinese gaokao admissions product.\n\nYour task is not to recommend schools.\nYour task is to translate a student form into machine-usable retrieval and filtering intent.\n\nThe local dataset only contains factual admissions fields such as school name, major name, score, rank, subject requirements, school location, year, and plan count.\nTherefore, any semantic preference such as study intensity, career pressure, graduate-study burden, stability, or family fit must be compiled into major-name keywords and caution rules that can be used against those factual fields.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"semantic_query_plan\": {\n    \"hard_exclude_major_keywords\": [\"string\"],\n    \"soft_avoid_major_keywords\": [\"string\"],\n    \"risk_reminder_keywords\": [\"string\"],\n    \"preferred_major_keywords\": [\"string\"],\n    \"school_or_region_keywords\": [\"string\"],\n    \"query_strategy\": {\n      \"province_scope\": \"home_only|national|unclear\",\n      \"rank_window\": \"narrow|normal|wide\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\"string\"]\n  }\n}\n\nRules:\n- hard_exclude, soft_avoid, and risk_reminder are downstream review signals onl...","user_prompt_excerpt":"Build a semantic query plan for the following guided report form.\n\nstudent_form_json:\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nOutput strict JSON only.","raw_response_excerpt":"{\n  \"semantic_query_plan\": {\n    \"hard_exclude_major_keywords\": [],\n    \"soft_avoid_major_keywords\": [],\n    \"risk_reminder_keywords\": [],\n    \"preferred_major_keywords\": [\"计算机\", \"电气\", \"电子信息\", \"自动化\", \"机械\", \"材料\", \"软件\", \"人工智能\", \"通信\", \"金融\", \"会计\", \"法学\", \"临床医学\", \"数据科学\", \"网络空间安全\"],\n    \"school_or_region_keywords\": [\"985\", \"211\", \"双一流\"],\n    \"query_strategy\": {\n      \"province_scope\": \"national\",\n      \"rank_window\": \"normal\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\n      \"学生明确接受出省，故 province_scope 设为 national\",\n      \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n      \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n      \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n      \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n    ]\n  }\n}","duration_ms":3895,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:24:42+00:00"},{"id":3,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_geo_slice","system_prompt_excerpt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for geography acceptance and region-boundary judgment.\n\nThis Stage3 round focuses on geography preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  ...","user_prompt_excerpt":"Build the stage3 geo slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"geo_preference\": {\n    \"target_city\": null,\n    \"accept_out_province\": true,\n    \"prefer_home_province\": \"unsure\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only geography preference alignment for the current candidate set.\",\n  \"use_rule\": \"Geo scoring should react strongly only to explicit city/province signals, and stay conservative when the student only shows mild location preference.\",\n  \"fields\": [\n    {\n      \"field\": \"province\",\n      \"value\": \"山东\",\n      \"value_present\": true,\n      \"meaning\": \"student home province...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"round_score\": 85,\n      \"reasons\": [\n        \"slot_16 in reach_pool, structurally useful as a buffer slot; home province (山东) aligns with soft preference.\",\n        \"Home province candidate with geo:home_province tag; prefer_home_province is unsure but provides slight stability.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_fe1aee359031\",\n      \"round_score\": 70,\n      \"reasons\": [\n        \"slot_14 in reach_pool, moderate structural position; outside province but acceptable.\",\n        \"Outside province candidate with geo:outside_preferred_region; accept_out_province is true, no conflict.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_4ca40d09bb1c\",\n      \"round_score\": 65,\n      \"reasons\": [\n        \"slot_16 in reach_pool, buffer slot; outside province, no strong geo signal.\",\n        \"Outside province candidate; accept_out_province true, but no home province bonus.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_3b5f0ff56e00\",\n      \"round_score\": 68,\n      \"reasons\": [\n        \"slot_15 in reach_pool, near buffer; outside province, acceptable.\",\n        \"Outside province candidate; no ex...","duration_ms":121348,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:26:44+00:00"},{"id":4,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_platform_slice","system_prompt_excerpt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for school-platform preference judgment.\n\nThis Stage3 round focuses on school-platform preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRul...","user_prompt_excerpt":"Build the stage3 platform slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"platform_preference\": {\n    \"school_preference\": [\n      \"985\",\n      \"211\",\n      \"双一流\"\n    ],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only school-platform preference, not the final admission value of the candidate.\",\n  \"use_rule\": \"Platform scoring should be mild unless the user clearly names school-platform preferences.\",\n  \"fields\": [\n    {...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_f681d25340fc\",\n      \"round_score\": 85,\n      \"reasons\": [\n        \"slot_01 in reach_pool, head slot with 211 tag, structurally valuable for layering.\",\n        \"Platform tag 211 aligns with user preference for 211 schools.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"round_score\": 82,\n      \"reasons\": [\n        \"slot_02 in reach_pool, 211 tag, good structural position.\",\n        \"Platform tag 211 aligns with user preference.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_bb95d458fd07\",\n      \"round_score\": 40,\n      \"reasons\": [\n        \"slot_03 in reach_pool, but only public tag, no tier tag.\",\n        \"Lacks 985/211/double_first_class tag, weak platform fit.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"round_score\": 78,\n      \"reasons\": [\n        \"slot_04 in reach_pool, 211 tag, structurally useful.\",\n        \"Platform tag 211 aligns with user preference.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n      \"round_score\": 75,\n      \"reasons\": [\n        \"slot_05 in reach_pool, double_first_class tag, moderate structural value.\",\n        \"Plat...","duration_ms":116141,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:28:40+00:00"},{"id":5,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_path_slice","system_prompt_excerpt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for major-path and future-path preference judgment.\n\nThis Stage3 round focuses on path-priority preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n ...","user_prompt_excerpt":"Build the stage3 path slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"国企 / 央企\",\n      \"考研深造\",\n      \"考公 / 考编\",\n      \"本科直接就业\",\n      \"市场化高薪\"\n    ],\n    \"selected_canonical_majors\": [\n      \"计算机科学与技术\",\n      \"电气工程及其自动化\",\n      \"电子信息工程\",\n      \"自动化\",\n      \"机械设计制造及其自动化\",\n      \"材料科学与工程\"\n    ],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judg...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_f681d25340fc\",\n      \"round_score\": 40,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score lowered to maintain structural dispersion.\",\n        \"Major 材料科学与工程 is not in the student's selected canonical majors; path alignment weak.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"round_score\": 55,\n      \"reasons\": [\n        \"slot_02 in reach_pool is moderately crowded; score adjusted for structural balance.\",\n        \"Major 机械设计制造及其自动化 is in selected canonical majors; path alignment moderate.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_79d5aefd3fff\",\n      \"round_score\": 50,\n      \"reasons\": [\n        \"slot_03 in reach_pool is moderately crowded; score adjusted.\",\n        \"Major 通信工程 is in selected canonical majors; path alignment moderate.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_04 in reach_pool is moderately crowded; score adjusted.\",\n        \"Major 人工智能 is in selected canonical majors; path alignment good.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n      \"round_sc...","duration_ms":116963,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:30:37+00:00"},{"id":6,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_burden_slice","system_prompt_excerpt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for burden, restriction, and risk-boundary judgment.\n\nThis Stage3 round focuses on burden and restriction preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"...","user_prompt_excerpt":"Build the stage3 burden slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"burden_and_constraints\": {\n    \"accept_intensive\": true,\n    \"willing_graduate\": true,\n    \"medical_notes\": null,\n    \"special_notes\": null,\n    \"risk_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only burden and restriction compatibility, including intensity, graduate dependency, and explicit physical or personal constraints.\",...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_041af26a8783\",\n      \"round_score\": 70,\n      \"reasons\": [\n        \"slot_01 in reach_pool is sparse; candidate helps maintain head slot structure.\",\n        \"金融学 has burden:unknown, no conflict with accept_intensive=true.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"round_score\": 70,\n      \"reasons\": [\n        \"slot_02 in reach_pool is sparse; candidate helps maintain head slot structure.\",\n        \"机械设计制造及其自动化 has burden:unknown, no conflict with accept_intensive=true.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_79d5aefd3fff\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_03 in reach_pool is sparse; candidate helps maintain head slot structure.\",\n        \"通信工程 has burden:intensive:medium, which is acceptable given accept_intensive=true.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"round_score\": 70,\n      \"reasons\": [\n        \"slot_04 in reach_pool is sparse; candidate helps maintain head slot structure.\",\n        \"人工智能 has burden:unknown, no conflict with accept_intensive=true.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n    ...","duration_ms":113108,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:32:30+00:00"},{"id":7,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_reach_pool_report_generate","system_prompt_excerpt":"slot_rating is the authoritative Stage3 structured field for reach_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify,...","user_prompt_excerpt":"请基于以下输入，只从 reach_pool 候选中生成 reach 冲刺桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 reach_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"...","raw_response_excerpt":"{\n  \"bucket_summary\": \"基于山东考生600分/位次25000的reach_pool候选包，共20个候选，全部保留作为冲刺方案。候选覆盖slot_01至slot_16，包含211、双一流及行业特色院校，专业集中在计算机、电气、机械、金融、法学等与考生路径（国企/央企、考研、考公）匹配的方向。所有候选均有历史位次依据，风险可控，适合作为志愿表上沿探索。\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"东北大学秦皇岛分校\",\n      \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"通信工程专业在考公中岗位较少，主要面向工信、通信管理等少数部门，竞争激烈，考编优势一般。\",\n      \"soe_fit\": \"通信工程毕业生可进入三大运营商、国家电网、中国电子等央企，从事网络规划、通信系统运维，国企就业渠道较广。\",\n      \"grad_boost\": \"中外合作办学模式便于申请海外硕士，悉尼科技大学在通信领域有较强实力，考研国内985/211也有一定基础。\",\n      \"reason\": \"东北大学秦皇岛分校是985高校，在山东认可度高，中外合作办学项目与悉尼科技大学合作，通信工程专业就业前景好。考生位次25000，历史最低位次23030，差距约2000位，属于合理冲刺范围。建议放在冲刺区前段，若家庭经济条件允许，可作为985平台的重要尝试。\",\n      \"risk\": \"中外合作办学学费较高，需评估家庭经济承受能力；历史位次差距约2000位，录取不确定性较大。\",\n      \"alternative\": \"可考虑东北大学秦皇岛分校其他非中外合作专业，或同层次211高校通信工程专业。\",\n      \"undergrad_employment\": \"本科毕业可进入通信设备商（华为、中兴）、运营商（移动、电信）从事技术或运维岗位，也可考取通信相关公务员。\",\n      \"grad_employment\": \"深造后可进入通信行业研发中心、高校科研院所，或进入金融、互联网行业从事数据通信、算法岗位，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"金融学专业可报考财政、税务、金融监管、发改委等岗位，岗位数量较多，考公路径通畅。\",\n      ...","duration_ms":74252,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:33:45+00:00"},{"id":8,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_match_pool_report_generate","system_prompt_excerpt":"slot_rating is the authoritative Stage3 structured field for match_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\nThe current bucket uses a dynamic slot axis rather than a fixed global slot ceiling.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a maj...","user_prompt_excerpt":"slot_rating is the only structured ordering axis for match output.\nadmission_rate must stay fixed to 稳妥.\nDo not rewrite slot_rating into any three-band alias.\n\n请基于以下输入，只从 match_pool 候选中生成 match 稳妥桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 match_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclud...","raw_response_excerpt":"{\n  \"bucket_summary\": \"基于山东600分/位次25000的物理化学地理组合考生，从match_pool候选包中筛选出50条稳妥志愿。候选覆盖slot_01至slot_20，优先保留与国企/央企、考研深造、考公/考编路径匹配的计算机、电气、自动化、金融、会计等专业，同时考虑学校层次（211/双一流）和城市接受度。所有候选录取位次在25000-42000之间，与考生位次匹配，风险可控。\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"湖南师范大学\",\n      \"major\": \"金融学\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"金融学专业可报考财政局、税务局、审计局等经济管理类岗位，湖南师范大学211身份在选调生和公务员考试中具有优势，岗位选择面较广。\",\n      \"soe_fit\": \"金融学毕业生可进入银行、证券公司、保险公司等国企金融机构，湖南师范大学211背景在国企招聘中具备一定竞争力。\",\n      \"grad_boost\": \"湖南师范大学为211高校，保研率较高，金融学专业可考研至985或财经类名校，提升学历层次。\",\n      \"reason\": \"湖南师范大学是211高校，在湖南省内及全国有一定认可度，师范类院校的金融学专业虽非强势，但211平台对考研和就业仍有帮助。金融学专业适合考公、银行、国企等路径，与考生国企/央企、考公/考编优先级匹配。2023年最低分599，位次25117，考生位次25000，处于上沿位置，计划4人，录取概率较高。建议作为稳妥区前段志愿，与后续志愿形成梯度。\",\n      \"risk\": \"金融学专业热度较高，位次可能小幅波动；师范类院校的金融学在金融行业认可度不如财经类院校。\",\n      \"alternative\": \"湘潭大学金融学（位次更低，录取更稳，同为双一流）。\",\n      \"undergrad_employment\": \"本科毕业可进入银行、证券公司、保险公司等金融机构从事客户经理、柜员、销售等岗位，或考取公务员。\",\n      \"grad_employment\": \"研究生毕业可进入券商、基金、投行等高端金融机构，或通过选调生进入政府机关，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"扬州大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"电气工程专业可报考电网、能源局、质检局等岗位，但公务员...","duration_ms":168925,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:36:33+00:00"},{"id":9,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_safe_pool_report_generate","system_prompt_excerpt":"slot_rating is the authoritative Stage3 structured field for safe_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, ...","user_prompt_excerpt":"请基于以下输入，只从 safe_pool 候选中生成 safe 桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 safe_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",...","raw_response_excerpt":"{\n  \"bucket_summary\": \"基于学生位次25000、分数600，safe_pool共26个候选，全部保留。slot_rating从slot_01到slot_10，分数区间579-570，位次42646-52964，安全边际充足。优先保留与路径（国企/央企、考研、考公）匹配度高、专业方向明确的候选。\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"机械类岗位在公务员招录中较少，对口岗位有限，考公竞争力一般。\",\n      \"soe_fit\": \"智能制造方向契合制造业国企需求，可进入东风、武钢等武汉本地央企，国企就业前景良好。\",\n      \"grad_boost\": \"武汉工程大学有机械工程硕士点，考研氛围较好，可冲刺本校或更高层次院校。\",\n      \"reason\": \"武汉工程大学是湖北省属重点高校，在化工、机械领域有行业积累，武汉作为中部工业重镇，就业资源丰富。智能制造方向对接制造业升级，适合进入国企或考研深造。录取最低分579，位次42763，低于学生位次约17000名，安全边际充足。建议作为保底区上沿选项，与重庆理工大学自动化等构成理工类保底组合。\",\n      \"risk\": \"学校非双一流，在部分国企校招中可能受限于院校层次。\",\n      \"alternative\": \"重庆理工大学自动化（两江校区），同为理工类保底，位次相近。\",\n      \"undergrad_employment\": \"可进入制造业国企（如东风、武钢）从事设备管理、工艺设计等岗位，或进入民营制造企业。\",\n      \"grad_employment\": \"考研后可进入更高层次机械类国企研发岗，或进入高校/研究所从事科研工作。\"\n    },\n    {\n      \"type\": \"保底\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"自动化专业可报考工信、市场监管等部门岗位，但竞争激烈，考公路径一般。\",\n      \"soe_fit\": \"自动化专业在电力、制造类国企需求稳定，重庆理工在西南地区国企中有一定认可度。\",\n      \"grad_boost\": \"学校有控制科学与工程硕士点，考研可往重庆大学、西南交大等提升。\",\n      \"reason\": \"重...","duration_ms":91476,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:38:05+00:00"}],"artifacts":[],"promptRecords":[{"id":9,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:ce7899e0-542c-4311-aa76-d0b850c94495","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"after_response:safe_pool","run_origin":"after_response","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_safe_pool_report_generate","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"slot_rating is the authoritative Stage3 structured field for safe_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.\nadmission_rate must stay fixed to 保底 for every safe plan.\nUse slot_rating as the only structured ordering axis inside safe_pool.\nEvaluate all fields with strict evidence-bounded reasoning.\nOutput format:\n- Return a JSON object only.\n- Use exactly these fixed fields and do not add, remove, rename, or merge any fields:\n- civil_service_friendly\n- soe_fit\n- grad_boost\n- reason\n- risk\n- alternative\n- undergrad_employment\n- grad_employment\n- All field values must be written in Chinese.\n- Every field must contain substantive content.\nEvidence boundary:\n- Use only these evidence sources: bucket-package evidence, expert_enrichment, history, risk_flags, and stated student preferences.\n- Do not use unsupported assumptions, school fame, city popularity, or generic praise as evidence.\n- If the evidence is weak, incomplete, or indirect, stay conservative and say so explicitly.\n- If the evidence does not support a strong claim, state what is missing or uncertain.\nField separation:\n- Each evaluative field must answer a different question.\n- Do not reuse the same praise, prestige signal, or generic employment language across multiple fields unless the evidence truly supports different conclusions.\n- Do not let school prestige, city heat, or vague “good employment” claims fill every field.\n- Do not use broad positive filler to cover for weak evidence.\nField definitions:\n- civil_service_friendly: Judge only civil-service and public-institution friendliness, including compatibility with 考公、考编、选调、事业单位、公共治理类岗位.\n- Focus on major eligibility, breadth of matching岗位, exam-route compatibility, and whether the program helps entry into public-sector tracks.\n- Do not substitute general stability, school prestige, or overall employment quality.\n- soe_fit: Judge only compatibility with SOE / central-enterprise / infrastructure / energy / grid / transport / telecom / manufacturing / other regulated-industry employment paths.\n- Focus on major relevance, industry linkage, and downstream job coverage.\n- Do not equate this with generic “good employment”.\n- grad_boost: Judge only the value of this option for 考研、保研、继续深造、research-platform upgrade, and credential upside.\n- Focus on discipline continuity, platform resources, research atmosphere, and post-graduate path uplift.\n- “Can take graduate exams” alone is not sufficient evidence.\n- reason: Answer \"why this school-major should enter the volunteer list, and how the user should use it\".\n- reason 必须像给家长和学生看的决策说明，不要写成档位归类模板。\n- This field must clearly cover all four of the following information roles:\n- 1. 院校看点: explain the school itself, such as school level, regional recognition, industry links, city resources, discipline strengths, or employment influence when evidence exists.\n- 2. 专业价值: explain why the major fits the student path, including civil-service, SOE, banking, audit, finance, graduate-study, technical, or transferable career paths when relevant.\n- 3. 录取判断: explain the score/rank fit, historical boundary, plan count, subject or group constraints, and popularity volatility that support this bucket position.\n- 4. 填报动作: give a practical placement or pairing suggestion, such as 冲刺区前段/中段/后段、稳妥区主体、保底区承接, or what kind of lower-risk option should accompany it.\n- Start from the school itself when evidence is available; the user should learn what this school is worth considering for, not only why it belongs to a bucket.\n- Cite 1-2 concrete support signals when possible.\n- Do not write generic praise.\n- Do not use empty phrases such as “就业面广”, “学校层次高”, “值得冲一冲”, or “录取概率较高” unless immediately supported by concrete school, major, admission, or placement evidence.\n- Do not simply repeat visible label-style conclusions such as “冲/稳/保”, “true”, or similar tags.\n- Write it as a short natural recommendation explanation, not as a checklist.\n- risk: Answer \"what is the single biggest risk of this option\".\n- Be short, concrete, and direct.\n- Prioritize the most important uncertainty or cost first, such as tight rank margin, major heat volatility, plan changes, city acceptance, or path uncertainty.\n- Avoid generic filler unless tied to a specific trigger.\n- alternative: Provide a lower-risk alternative in the same direction.\n- Reduce risk through one clear dimension change, such as lower city competition, lower school tier, lower major heat, safer program-group, or stronger historical margin.\n- Do not jump to a completely different direction.\n- undergrad_employment: Describe the likely direct employment exits if the student stops at the undergraduate level.\n- Focus on “本科阶段直接出口”: which industries,岗位 types, employer scenarios, or regional job markets are most likely after undergraduate graduation.\n- grad_employment: Describe the likely upgraded employment exits after graduate study or further academic progression.\n- Focus on “深造后的升级出口”: which higher-end, research-oriented, platform-oriented, or stronger career paths become more accessible after graduate study.\n- It must not repeat undergrad_employment.\nField writing requirements:\n- civil_service_friendly, soe_fit, and grad_boost must follow their own definitions strictly.\n- If civil_service_friendly, soe_fit, or grad_boost is weak, explicitly explain why it is weak instead of using vague positive language.\n- reason should be concise, specific, evidence-bounded, and ideally 3-5 sentences.\n- risk should name the single biggest uncertainty first.\n- alternative must remain in the same direction and become safer through one clear change.\n- undergrad_employment and grad_employment must be clearly differentiated and non-redundant.\nQuality bar:\n- Every field must be specific, non-redundant, and traceable to evidence.\n- Prefer precise, caveated judgments over broad positive statements.\n- If evidence is limited, it is better to be conservative than to overclaim.\n\nYou are safe_pool 专属的高考志愿保底方案生成器。\n\nYou only process safe_pool candidates. You do not process reach_pool or match_pool.\nYour task is to select, sort, and generate up to 26 truly safe plans from the provided safe_pool package; if local candidates are fewer than 26, do not invent or pad.\nYou are not allowed to invent new candidates outside the provided safe_pool package.\n\n一、核心目标\nYou must keep only candidates that satisfy all three conditions:\n1. 更稳: they have stronger downside protection than match-tier options, not merely lower school prestige or lower score threshold.\n2. 可接受: the student and family can still realistically accept the city, school level, major path, and future direction.\n3. 可解释: every plan can clearly explain its safety basis, acceptance basis, and main risk.\n\nThe priority order for safe_pool is:\nadmission feasibility > no hard-constraint conflict > student/family acceptability > clear professional path > within-bucket ranking.\n\n二、硬性禁止\nYou must exclude any candidate with:\n- missing or incomplete school / major / program-group / key admissions information\n- placeholder content such as 待确认, 待核实, 专业待确认, 院校待确认, 某大学, 某专业, ???, ***\n- clearly insufficient evidence to explain why it is safer\n- explicit conflict with student hard constraints\n- fake-safe reasoning that only depends on lower school tier, weaker city, or colder major\n- high likelihood that the student/family would not actually accept it\n- obvious conflict with path_priority and no valid explanation\n- candidates that do not belong to safe_pool\n\n三、判定流程\nFor every candidate, reason internally in this exact order:\n1. admission feasibility judgment\n2. risk exclusion judgment\n3. acceptability judgment\n4. safety-value judgment\n5. within-bucket ordering\nDo not skip steps.\n\n四、优先保留\nPrefer candidates with:\n- clearer safety margin than match bucket\n- explicit evidence from rank / score / plan / major-group / history\n- complete major naming and clear training direction\n- relatively stable direct-undergrad employment path\n- acceptable graduate-study extension\n- no conflict with path_priority\n- city, school level, and institution type inside realistic family acceptance range\n- a clear but tolerable downside\n\n五、降权或排除\nDownrank or exclude candidates that:\n- prove safety only by lower score threshold\n- have unclear employment exit\n- obviously miss city preference\n- fall below school-level acceptance floor\n- clearly mismatch interests / strong subjects / path priorities\n- cannot support a concrete risk sentence\n- cannot offer a same-layer alternative\n\n六、输出要求\nReturn JSON only.\nTarget up to 26 plans; if candidate_table is undersized, output only the actual local candidates and mention local_candidate_shortage in bucket_summary.\nEvery plan.type must be exactly 保底.\nDo not output reach/match or other tier labels.\nDo not add schools or majors outside the provided safe_pool package.\nDo not invent score history, rank history, policies, or plan changes.\nIf evidence is insufficient, stay conservative and explicit about uncertainty.\n\n七、字段写法要求\nreason 必须像给家长和学生看的决策说明，不要写成“作为保底项……”这类档位归类模板。\n每条 reason 必须同时覆盖四类信息：\n1. 院校看点：说明学校本身值得看的地方，例如院校层次、区域认可度、行业资源、城市就业辐射、优势学科或平台价值；证据不足时要谨慎表达。\n2. 专业价值：说明该专业为什么匹配学生路径，例如考公、国企、银行、审计、财务、考研、技术岗或岗位迁移性。\n3. 录取判断：说明分数、位次、计划、历史边界、专业热度或专业组波动如何支撑其属于保底区。\n4. 填报动作：给出实际填报建议，例如作为保底区承接/底线项，是否保留，以及应搭配哪类同路径方案。\n不得空泛使用“就业面广”“学校层次高”“值得冲一冲”“录取概率较高”；如使用，必须紧跟具体院校、专业、录取或填报证据。\n\nrisk must be short, concrete, and focused on the main downside only.\nUse risk types such as:\n- 学校层次相对一般\n- 城市机会相对有限\n- 专业热度或行业弹性一般\n- 非目标城市\n- 非最优路径但可接受\n- 后续需复核招生计划或专业组变化\n\nalternative must stay near the same layer.\nIt should point to a similar school-level / city-range / professional-path / safety-profile alternative.\nDo not jump from safe items to obvious reach items.\n\n八、输出前自检\n- no more than 26 plans; fewer only when local candidates are insufficient or disqualified\n- every plan.type is exactly 保底\n- all plans come from safe_pool\n- no placeholders, no 待确认, no 待核实, no malformed major names\n- every plan explains why it is safer\n- every plan explains why it is still acceptable\n- every risk is concrete and non-generic\n- no fake-safe candidate justified only by lower score\n- no clear hard-constraint violation\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}","user_prompt":"请基于以下输入，只从 safe_pool 候选中生成 safe 桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 safe_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",\n    \"机械\",\n    \"材料\",\n    \"软件\",\n    \"人工智能\",\n    \"通信\",\n    \"金融\",\n    \"会计\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学\",\n    \"网络空间安全\"\n  ],\n  \"school_or_region_keywords\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受出省，故 province_scope 设为 national\",\n    \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n    \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n    \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n    \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n  ]\n}\n\n重点关注：hard constraints, soft avoid, high-risk reminders, preference keep, path priority interpretation\n\n三、safe 桶候选包 safe_bucket_package_json\n{\n  \"bucket_name\": \"safe_pool\",\n  \"candidate_table\": [\n    {\n      \"candidate_id\": \"local_fdb994808105\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43903，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0b2ed9648f0f\",\n      \"school\": \"吉林财经大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43742，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62d9928864ba\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42763，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e65b5238f460\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"网络空间安全(低空数据管理与安全)(低空经济专业群)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43846，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_442ccd304b01\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42758，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6952a530da77\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42646，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0c6a1212d2df\",\n      \"school\": \"青岛科技大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46059，计划 52\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_63500b027849\",\n      \"school\": \"新疆大学\",\n      \"major\": \"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46148，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6102dbffce50\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45143，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f6535afa2b79\",\n      \"school\": \"兰州交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45074，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_59d53627fde7\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46167，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b5a61bd4ba1\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 44899，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b5051ab27e25\",\n      \"school\": \"贵州医科大学\",\n      \"major\": \"临床医学(色弱、色盲、单色不能识别者不予录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48259，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947f9d231e51\",\n      \"school\": \"哈尔滨理工大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47118，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_23408b9022aa\",\n      \"school\": \"青海大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48219，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1eb134e2cc62\",\n      \"school\": \"安徽理工大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47053，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_703b51db369d\",\n      \"school\": \"南京工程学院\",\n      \"major\": \"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48275，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f125f4baffca\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 46998，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_80c5b7be8bd7\",\n      \"school\": \"杭州师范大学\",\n      \"major\": \"临床医学(第一、二、三学年在仓前校区，第四学年起在杭州市金华路120号)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49316，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_fd6984571d9e\",\n      \"school\": \"东北电力大学\",\n      \"major\": \"自动化(国际创新课程ICC项目)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50519，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb3e19cf1ef\",\n      \"school\": \"中北大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50527，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a2a3ed864976\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"数据科学与大数据技术(智能量化投资)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49324，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b38fd8d0fcf7\",\n      \"school\": \"沈阳建筑大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52929，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c7bd97616c21\",\n      \"school\": \"安徽师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52964，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0ce675df1333\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51789，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4873465eebd3\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51743，计划 3\",\n      \"risk_flags\": []\n    }\n  ],\n  \"bucket_pipeline\": {\n    \"ai_round_filter_applied\": true,\n    \"candidate_cards_count\": 26,\n    \"final_candidates_count\": 26,\n    \"slot_axis\": [\n      {\n        \"slot_rating\": \"slot_01\",\n        \"score_delta\": -21\n      },\n      {\n        \"slot_rating\": \"slot_02\",\n        \"score_delta\": -22\n      },\n      {\n        \"slot_rating\": \"slot_03\",\n        \"score_delta\": -23\n      },\n      {\n        \"slot_rating\": \"slot_04\",\n        \"score_delta\": -24\n      },\n      {\n        \"slot_rating\": \"slot_05\",\n        \"score_delta\": -25\n      },\n      {\n        \"slot_rating\": \"slot_06\",\n        \"score_delta\": -26\n      },\n      {\n        \"slot_rating\": \"slot_07\",\n        \"score_delta\": -27\n      },\n      {\n        \"slot_rating\": \"slot_08\",\n        \"score_delta\": -28\n      },\n      {\n        \"slot_rating\": \"slot_09\",\n        \"score_delta\": -29\n      },\n      {\n        \"slot_rating\": \"slot_10\",\n        \"score_delta\": -30\n      }\n    ],\n    \"slot_count\": 10,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_10\",\n    \"slot_rating_counts\": {},\n    \"final_slot_counts\": {},\n    \"final_available_slot_counts\": {},\n    \"round1\": {\n      \"kept\": 26,\n      \"downranked\": 0,\n      \"excluded\": 0\n    },\n    \"round2\": {\n      \"eligible\": 26,\n      \"high_risk\": 0,\n      \"excluded_by_constraints\": 0\n    },\n    \"round3\": {\n      \"ranked_count\": 26,\n      \"excluded_by_round3\": 0,\n      \"path_fit_summary\": [],\n      \"tradeoff_notes\": []\n    },\n    \"round4\": {\n      \"candidate_cards_count\": 26,\n      \"excluded_by_round4\": 0,\n      \"bucket_risk_notes\": [],\n      \"bucket_diversity_notes\": []\n    },\n    \"final_slot_notes\": []\n  },\n  \"ranked_candidates\": [\n    {\n      \"candidate_id\": \"local_fdb994808105\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43903，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0b2ed9648f0f\",\n      \"school\": \"吉林财经大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43742，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62d9928864ba\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42763，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e65b5238f460\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"网络空间安全(低空数据管理与安全)(低空经济专业群)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43846，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_442ccd304b01\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42758，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6952a530da77\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42646，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0c6a1212d2df\",\n      \"school\": \"青岛科技大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46059，计划 52\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_63500b027849\",\n      \"school\": \"新疆大学\",\n      \"major\": \"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46148，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6102dbffce50\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45143，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f6535afa2b79\",\n      \"school\": \"兰州交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45074，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_59d53627fde7\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46167，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b5a61bd4ba1\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 44899，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b5051ab27e25\",\n      \"school\": \"贵州医科大学\",\n      \"major\": \"临床医学(色弱、色盲、单色不能识别者不予录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48259，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947f9d231e51\",\n      \"school\": \"哈尔滨理工大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47118，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_23408b9022aa\",\n      \"school\": \"青海大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48219，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1eb134e2cc62\",\n      \"school\": \"安徽理工大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47053，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_703b51db369d\",\n      \"school\": \"南京工程学院\",\n      \"major\": \"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48275，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f125f4baffca\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 46998，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_80c5b7be8bd7\",\n      \"school\": \"杭州师范大学\",\n      \"major\": \"临床医学(第一、二、三学年在仓前校区，第四学年起在杭州市金华路120号)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49316，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_fd6984571d9e\",\n      \"school\": \"东北电力大学\",\n      \"major\": \"自动化(国际创新课程ICC项目)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50519，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb3e19cf1ef\",\n      \"school\": \"中北大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50527，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a2a3ed864976\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"数据科学与大数据技术(智能量化投资)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49324，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b38fd8d0fcf7\",\n      \"school\": \"沈阳建筑大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52929，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c7bd97616c21\",\n      \"school\": \"安徽师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52964，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0ce675df1333\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51789，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4873465eebd3\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51743，计划 3\",\n      \"risk_flags\": []\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"safe_pool\",\n      \"slice_engine\": \"safe_slice_v2_slot_axis\",\n      \"raw_rows\": 1211,\n      \"after_selection_requirements\": 1158,\n      \"after_semantic_keywords\": 256,\n      \"returned_count\": 256,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 600,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        570,\n        579\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 256,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 53,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 902,\n      \"source_tables\": [\n        \"admission_slice_index\"\n      ],\n      \"bucket_program_score_formula\": \"safety_strength_score*0.35 + acceptance_score*0.25 + evidence_quality_score*0.20 + official_match_score*0.15 - school_density_penalty*0.05\",\n      \"province\": \"山东\",\n      \"rank_used\": 25000,\n      \"score_used\": 600,\n      \"selected_subjects\": [\n        \"物理\",\n        \"化学\",\n        \"地理\"\n      ],\n      \"physical_slice_isolation\": true\n    },\n    \"candidate_table_count\": 26\n  },\n  \"data_boundary_notes\": [\n    \"本地数据只包含录取事实字段，不包含学习强度、就业压力等长期语义画像。\",\n    \"三桶参考池仅用于提供机械切片基座；reach / match / safe 会先分别完成四轮处理与分桶生成，随后再进入共享叙述层与程序总装。\",\n    \"如果 ranked_candidates 附带 expert_enrichment，它来自专家版本地表，适合用于报告解释、专业特点补充和风险提醒，不能代替当年官方投档事实。\",\n    \"最终填报仍必须核验山东省教育招生考试院、阳光志愿、院校招生章程、选科与体检限制。\"\n  ]\n}\n\n候选包可能包含：candidate_table.safe_pool, bucket_pipeline.safe_pool, ranked_candidates 中属于 safe_pool 的项, expert_enrichment, history, risk_flags, evidence_summary。\n你必须优先使用候选包中的证据进行判断。\n\n四、输出要求\n请输出 JSON only，结构如下：\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}\n\n硬性要求：plans 最多 26 条；如果候选包 candidate_table 少于该数量，只能输出实际本地候选，不得补造；每条 type 必须是“保底”；school 和 major 必须完整；reason 必须同时写清“院校看点 + 专业价值 + 录取判断 + 填报动作”；risk 必须短、具体；alternative 必须是相近替代方向；不允许输出任何 JSON 之外的内容。","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"slot_rating is the authoritative Stage3 structured field for safe_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.\nadmission_rate must stay fixed to 保底 for every safe plan.\nUse slot_rating as the only structured ordering axis inside safe_pool.\nEvaluate all fields with strict evidence-bounded reasoning.\nOutput format:\n- Return a JSON object only.\n- Use exactly these fixed fields and do not add, remove, rename, or merge any fields:\n- civil_service_friendly\n- soe_fit\n- grad_boost\n- reason\n- risk\n- alternative\n- undergrad_employment\n- grad_employment\n- All field values must be written in Chinese.\n- Every field must contain substantive content.\nEvidence boundary:\n- Use only these evidence sources: bucket-package evidence, expert_enrichment, history, risk_flags, and stated student preferences.\n- Do not use unsupported assumptions, school fame, city popularity, or generic praise as evidence.\n- If the evidence is weak, incomplete, or indirect, stay conservative and say so explicitly.\n- If the evidence does not support a strong claim, state what is missing or uncertain.\nField separation:\n- Each evaluative field must answer a different question.\n- Do not reuse the same praise, prestige signal, or generic employment language across multiple fields unless the evidence truly supports different conclusions.\n- Do not let school prestige, city heat, or vague “good employment” claims fill every field.\n- Do not use broad positive filler to cover for weak evidence.\nField definitions:\n- civil_service_friendly: Judge only civil-service and public-institution friendliness, including compatibility with 考公、考编、选调、事业单位、公共治理类岗位.\n- Focus on major eligibility, breadth of matching岗位, exam-route compatibility, and whether the program helps entry into public-sector tracks.\n- Do not substitute general stability, school prestige, or overall employment quality.\n- soe_fit: Judge only compatibility with SOE / central-enterprise / infrastructure / energy / grid / transport / telecom / manufacturing / other regulated-industry employment paths.\n- Focus on major relevance, industry linkage, and downstream job coverage.\n- Do not equate this with generic “good employment”.\n- grad_boost: Judge only the value of this option for 考研、保研、继续深造、research-platform upgrade, and credential upside.\n- Focus on discipline continuity, platform resources, research atmosphere, and post-graduate path uplift.\n- “Can take graduate exams” alone is not sufficient evidence.\n- reason: Answer \"why this school-major should enter the volunteer list, and how the user should use it\".\n- reason 必须像给家长和学生看的决策说明，不要写成档位归类模板。\n- This field must clearly cover all four of the following information roles:\n- 1. 院校看点: explain the school itself, such as school level, regional recognition, industry links, city resources, discipline strengths, or employment influence when evidence exists.\n- 2. 专业价值: explain why the major fits the student path, including civil-service, SOE, banking, audit, finance, graduate-study, technical, or transferable career paths when relevant.\n- 3. 录取判断: explain the score/rank fit, historical boundary, plan count, subject or group constraints, and popularity volatility that support this bucket position.\n- 4. 填报动作: give a practical placement or pairing suggestion, such as 冲刺区前段/中段/后段、稳妥区主体、保底区承接, or what kind of lower-risk option should accompany it.\n- Start from the school itself when evidence is available; the user should learn what this school is worth considering for, not only why it belongs to a bucket.\n- Cite 1-2 concrete support signals when possible.\n- Do not write generic praise.\n- Do not use empty phrases such as “就业面广”, “学校层次高”, “值得冲一冲”, or “录取概率较高” unless immediately supported by concrete school, major, admission, or placement evidence.\n- Do not simply repeat visible label-style conclusions such as “冲/稳/保”, “true”, or similar tags.\n- Write it as a short natural recommendation explanation, not as a checklist.\n- risk: Answer \"what is the single biggest risk of this option\".\n- Be short, concrete, and direct.\n- Prioritize the most important uncertainty or cost first, such as tight rank margin, major heat volatility, plan changes, city acceptance, or path uncertainty.\n- Avoid generic filler unless tied to a specific trigger.\n- alternative: Provide a lower-risk alternative in the same direction.\n- Reduce risk through one clear dimension change, such as lower city competition, lower school tier, lower major heat, safer program-group, or stronger historical margin.\n- Do not jump to a completely different direction.\n- undergrad_employment: Describe the likely direct employment exits if the student stops at the undergraduate level.\n- Focus on “本科阶段直接出口”: which industries,岗位 types, employer scenarios, or regional job markets are most likely after undergraduate graduation.\n- grad_employment: Describe the likely upgraded employment exits after graduate study or further academic progression.\n- Focus on “深造后的升级出口”: which higher-end, research-oriented, platform-oriented, or stronger career paths become more accessible after graduate study.\n- It must not repeat undergrad_employment.\nField writing requirements:\n- civil_service_friendly, soe_fit, and grad_boost must follow their own definitions strictly.\n- If civil_service_friendly, soe_fit, or grad_boost is weak, explicitly explain why it is weak instead of using vague positive language.\n- reason should be concise, specific, evidence-bounded, and ideally 3-5 sentences.\n- risk should name the single biggest uncertainty first.\n- alternative must remain in the same direction and become safer through one clear change.\n- undergrad_employment and grad_employment must be clearly differentiated and non-redundant.\nQuality bar:\n- Every field must be specific, non-redundant, and traceable to evidence.\n- Prefer precise, caveated judgments over broad positive statements.\n- If evidence is limited, it is better to be conservative than to overclaim.\n\nYou are safe_pool 专属的高考志愿保底方案生成器。\n\nYou only process safe_pool candidates. You do not process reach_pool or match_pool.\nYour task is to select, sort, and generate up to 26 truly safe plans from the provided safe_pool package; if local candidates are fewer than 26, do not invent or pad.\nYou are not allowed to invent new candidates outside the provided safe_pool package.\n\n一、核心目标\nYou must keep only candidates that satisfy all three conditions:\n1. 更稳: they have stronger downside protection than match-tier options, not merely lower school prestige or lower score threshold.\n2. 可接受: the student and family can still realistically accept the city, school level, major path, and future direction.\n3. 可解释: every plan can clearly explain its safety basis, acceptance basis, and main risk.\n\nThe priority order for safe_pool is:\nadmission feasibility > no hard-constraint conflict > student/family acceptability > clear professional path > within-bucket ranking.\n\n二、硬性禁止\nYou must exclude any candidate with:\n- missing or incomplete school / major / program-group / key admissions information\n- placeholder content such as 待确认, 待核实, 专业待确认, 院校待确认, 某大学, 某专业, ???, ***\n- clearly insufficient evidence to explain why it is safer\n- explicit conflict with student hard constraints\n- fake-safe reasoning that only depends on lower school tier, weaker city, or colder major\n- high likelihood that the student/family would not actually accept it\n- obvious conflict with path_priority and no valid explanation\n- candidates that do not belong to safe_pool\n\n三、判定流程\nFor every candidate, reason internally in this exact order:\n1. admission feasibility judgment\n2. risk exclusion judgment\n3. acceptability judgment\n4. safety-value judgment\n5. within-bucket ordering\nDo not skip steps.\n\n四、优先保留\nPrefer candidates with:\n- clearer safety margin than match bucket\n- explicit evidence from rank / score / plan / major-group / history\n- complete major naming and clear training direction\n- relatively stable direct-undergrad employment path\n- acceptable graduate-study extension\n- no conflict with path_priority\n- city, school level, and institution type inside realistic family acceptance range\n- a clear but tolerable downside\n\n五、降权或排除\nDownrank or exclude candidates that:\n- prove safety only by lower score threshold\n- have unclear employment exit\n- obviously miss city preference\n- fall below school-level acceptance floor\n- clearly mismatch interests / strong subjects / path priorities\n- cannot support a concrete risk sentence\n- cannot offer a same-layer alternative\n\n六、输出要求\nReturn JSON only.\nTarget up to 26 plans; if candidate_table is undersized, output only the actual local candidates and mention local_candidate_shortage in bucket_summary.\nEvery plan.type must be exactly 保底.\nDo not output reach/match or other tier labels.\nDo not add schools or majors outside the provided safe_pool package.\nDo not invent score history, rank history, policies, or plan changes.\nIf evidence is insufficient, stay conservative and explicit about uncertainty.\n\n七、字段写法要求\nreason 必须像给家长和学生看的决策说明，不要写成“作为保底项……”这类档位归类模板。\n每条 reason 必须同时覆盖四类信息：\n1. 院校看点：说明学校本身值得看的地方，例如院校层次、区域认可度、行业资源、城市就业辐射、优势学科或平台价值；证据不足时要谨慎表达。\n2. 专业价值：说明该专业为什么匹配学生路径，例如考公、国企、银行、审计、财务、考研、技术岗或岗位迁移性。\n3. 录取判断：说明分数、位次、计划、历史边界、专业热度或专业组波动如何支撑其属于保底区。\n4. 填报动作：给出实际填报建议，例如作为保底区承接/底线项，是否保留，以及应搭配哪类同路径方案。\n不得空泛使用“就业面广”“学校层次高”“值得冲一冲”“录取概率较高”；如使用，必须紧跟具体院校、专业、录取或填报证据。\n\nrisk must be short, concrete, and focused on the main downside only.\nUse risk types such as:\n- 学校层次相对一般\n- 城市机会相对有限\n- 专业热度或行业弹性一般\n- 非目标城市\n- 非最优路径但可接受\n- 后续需复核招生计划或专业组变化\n\nalternative must stay near the same layer.\nIt should point to a similar school-level / city-range / professional-path / safety-profile alternative.\nDo not jump from safe items to obvious reach items.\n\n八、输出前自检\n- no more than 26 plans; fewer only when local candidates are insufficient or disqualified\n- every plan.type is exactly 保底\n- all plans come from safe_pool\n- no placeholders, no 待确认, no 待核实, no malformed major names\n- every plan explains why it is safer\n- every plan explains why it is still acceptable\n- every risk is concrete and non-generic\n- no fake-safe candidate justified only by lower score\n- no clear hard-constraint violation\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}"},{"role":"user","content":"请基于以下输入，只从 safe_pool 候选中生成 safe 桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 safe_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",\n    \"机械\",\n    \"材料\",\n    \"软件\",\n    \"人工智能\",\n    \"通信\",\n    \"金融\",\n    \"会计\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学\",\n    \"网络空间安全\"\n  ],\n  \"school_or_region_keywords\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受出省，故 province_scope 设为 national\",\n    \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n    \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n    \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n    \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n  ]\n}\n\n重点关注：hard constraints, soft avoid, high-risk reminders, preference keep, path priority interpretation\n\n三、safe 桶候选包 safe_bucket_package_json\n{\n  \"bucket_name\": \"safe_pool\",\n  \"candidate_table\": [\n    {\n      \"candidate_id\": \"local_fdb994808105\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43903，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0b2ed9648f0f\",\n      \"school\": \"吉林财经大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43742，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62d9928864ba\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42763，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e65b5238f460\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"网络空间安全(低空数据管理与安全)(低空经济专业群)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43846，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_442ccd304b01\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42758，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6952a530da77\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42646，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0c6a1212d2df\",\n      \"school\": \"青岛科技大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46059，计划 52\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_63500b027849\",\n      \"school\": \"新疆大学\",\n      \"major\": \"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46148，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6102dbffce50\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45143，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f6535afa2b79\",\n      \"school\": \"兰州交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45074，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_59d53627fde7\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46167，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b5a61bd4ba1\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 44899，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b5051ab27e25\",\n      \"school\": \"贵州医科大学\",\n      \"major\": \"临床医学(色弱、色盲、单色不能识别者不予录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48259，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947f9d231e51\",\n      \"school\": \"哈尔滨理工大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47118，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_23408b9022aa\",\n      \"school\": \"青海大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48219，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1eb134e2cc62\",\n      \"school\": \"安徽理工大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47053，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_703b51db369d\",\n      \"school\": \"南京工程学院\",\n      \"major\": \"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48275，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f125f4baffca\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 46998，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_80c5b7be8bd7\",\n      \"school\": \"杭州师范大学\",\n      \"major\": \"临床医学(第一、二、三学年在仓前校区，第四学年起在杭州市金华路120号)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49316，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_fd6984571d9e\",\n      \"school\": \"东北电力大学\",\n      \"major\": \"自动化(国际创新课程ICC项目)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50519，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb3e19cf1ef\",\n      \"school\": \"中北大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50527，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a2a3ed864976\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"数据科学与大数据技术(智能量化投资)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49324，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b38fd8d0fcf7\",\n      \"school\": \"沈阳建筑大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52929，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c7bd97616c21\",\n      \"school\": \"安徽师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52964，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0ce675df1333\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51789，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4873465eebd3\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51743，计划 3\",\n      \"risk_flags\": []\n    }\n  ],\n  \"bucket_pipeline\": {\n    \"ai_round_filter_applied\": true,\n    \"candidate_cards_count\": 26,\n    \"final_candidates_count\": 26,\n    \"slot_axis\": [\n      {\n        \"slot_rating\": \"slot_01\",\n        \"score_delta\": -21\n      },\n      {\n        \"slot_rating\": \"slot_02\",\n        \"score_delta\": -22\n      },\n      {\n        \"slot_rating\": \"slot_03\",\n        \"score_delta\": -23\n      },\n      {\n        \"slot_rating\": \"slot_04\",\n        \"score_delta\": -24\n      },\n      {\n        \"slot_rating\": \"slot_05\",\n        \"score_delta\": -25\n      },\n      {\n        \"slot_rating\": \"slot_06\",\n        \"score_delta\": -26\n      },\n      {\n        \"slot_rating\": \"slot_07\",\n        \"score_delta\": -27\n      },\n      {\n        \"slot_rating\": \"slot_08\",\n        \"score_delta\": -28\n      },\n      {\n        \"slot_rating\": \"slot_09\",\n        \"score_delta\": -29\n      },\n      {\n        \"slot_rating\": \"slot_10\",\n        \"score_delta\": -30\n      }\n    ],\n    \"slot_count\": 10,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_10\",\n    \"slot_rating_counts\": {},\n    \"final_slot_counts\": {},\n    \"final_available_slot_counts\": {},\n    \"round1\": {\n      \"kept\": 26,\n      \"downranked\": 0,\n      \"excluded\": 0\n    },\n    \"round2\": {\n      \"eligible\": 26,\n      \"high_risk\": 0,\n      \"excluded_by_constraints\": 0\n    },\n    \"round3\": {\n      \"ranked_count\": 26,\n      \"excluded_by_round3\": 0,\n      \"path_fit_summary\": [],\n      \"tradeoff_notes\": []\n    },\n    \"round4\": {\n      \"candidate_cards_count\": 26,\n      \"excluded_by_round4\": 0,\n      \"bucket_risk_notes\": [],\n      \"bucket_diversity_notes\": []\n    },\n    \"final_slot_notes\": []\n  },\n  \"ranked_candidates\": [\n    {\n      \"candidate_id\": \"local_fdb994808105\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43903，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0b2ed9648f0f\",\n      \"school\": \"吉林财经大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43742，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62d9928864ba\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42763，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e65b5238f460\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"网络空间安全(低空数据管理与安全)(低空经济专业群)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43846，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_442ccd304b01\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42758，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6952a530da77\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42646，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0c6a1212d2df\",\n      \"school\": \"青岛科技大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46059，计划 52\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_63500b027849\",\n      \"school\": \"新疆大学\",\n      \"major\": \"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46148，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6102dbffce50\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45143，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f6535afa2b79\",\n      \"school\": \"兰州交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45074，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_59d53627fde7\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46167，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b5a61bd4ba1\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 44899，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b5051ab27e25\",\n      \"school\": \"贵州医科大学\",\n      \"major\": \"临床医学(色弱、色盲、单色不能识别者不予录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48259，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947f9d231e51\",\n      \"school\": \"哈尔滨理工大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47118，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_23408b9022aa\",\n      \"school\": \"青海大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48219，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1eb134e2cc62\",\n      \"school\": \"安徽理工大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47053，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_703b51db369d\",\n      \"school\": \"南京工程学院\",\n      \"major\": \"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48275，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f125f4baffca\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 46998，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_80c5b7be8bd7\",\n      \"school\": \"杭州师范大学\",\n      \"major\": \"临床医学(第一、二、三学年在仓前校区，第四学年起在杭州市金华路120号)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49316，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_fd6984571d9e\",\n      \"school\": \"东北电力大学\",\n      \"major\": \"自动化(国际创新课程ICC项目)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50519，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb3e19cf1ef\",\n      \"school\": \"中北大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50527，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a2a3ed864976\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"数据科学与大数据技术(智能量化投资)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49324，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b38fd8d0fcf7\",\n      \"school\": \"沈阳建筑大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52929，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c7bd97616c21\",\n      \"school\": \"安徽师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52964，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0ce675df1333\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51789，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4873465eebd3\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51743，计划 3\",\n      \"risk_flags\": []\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"safe_pool\",\n      \"slice_engine\": \"safe_slice_v2_slot_axis\",\n      \"raw_rows\": 1211,\n      \"after_selection_requirements\": 1158,\n      \"after_semantic_keywords\": 256,\n      \"returned_count\": 256,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 600,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        570,\n        579\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 256,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 53,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 902,\n      \"source_tables\": [\n        \"admission_slice_index\"\n      ],\n      \"bucket_program_score_formula\": \"safety_strength_score*0.35 + acceptance_score*0.25 + evidence_quality_score*0.20 + official_match_score*0.15 - school_density_penalty*0.05\",\n      \"province\": \"山东\",\n      \"rank_used\": 25000,\n      \"score_used\": 600,\n      \"selected_subjects\": [\n        \"物理\",\n        \"化学\",\n        \"地理\"\n      ],\n      \"physical_slice_isolation\": true\n    },\n    \"candidate_table_count\": 26\n  },\n  \"data_boundary_notes\": [\n    \"本地数据只包含录取事实字段，不包含学习强度、就业压力等长期语义画像。\",\n    \"三桶参考池仅用于提供机械切片基座；reach / match / safe 会先分别完成四轮处理与分桶生成，随后再进入共享叙述层与程序总装。\",\n    \"如果 ranked_candidates 附带 expert_enrichment，它来自专家版本地表，适合用于报告解释、专业特点补充和风险提醒，不能代替当年官方投档事实。\",\n    \"最终填报仍必须核验山东省教育招生考试院、阳光志愿、院校招生章程、选科与体检限制。\"\n  ]\n}\n\n候选包可能包含：candidate_table.safe_pool, bucket_pipeline.safe_pool, ranked_candidates 中属于 safe_pool 的项, expert_enrichment, history, risk_flags, evidence_summary。\n你必须优先使用候选包中的证据进行判断。\n\n四、输出要求\n请输出 JSON only，结构如下：\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}\n\n硬性要求：plans 最多 26 条；如果候选包 candidate_table 少于该数量，只能输出实际本地候选，不得补造；每条 type 必须是“保底”；school 和 major 必须完整；reason 必须同时写清“院校看点 + 专业价值 + 录取判断 + 填报动作”；risk 必须短、具体；alternative 必须是相近替代方向；不允许输出任何 JSON 之外的内容。"}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_safe_pool_report_generate"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:36:34+00:00","completed_at":"2026-05-18T14:38:05.488+00:00","updated_at":"2026-05-18T22:38:05+00:00"},{"id":8,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:daca1e4e-5e3d-4520-8dfe-852c5b0fb0a2","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"after_response:match_pool","run_origin":"after_response","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_match_pool_report_generate","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"slot_rating is the authoritative Stage3 structured field for match_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\nThe current bucket uses a dynamic slot axis rather than a fixed global slot ceiling.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.\nadmission_rate must stay fixed to 稳妥 for every match plan.\nDo not compress slot_rating into upper/core/buffer aliases in the output contract.\nEvery reason must explain why the item belongs to its current slot_rating position on the match continuous axis.\nEvaluate all fields with strict evidence-bounded reasoning.\nOutput format:\n- Return a JSON object only.\n- Use exactly these fixed fields and do not add, remove, rename, or merge any fields:\n- civil_service_friendly\n- soe_fit\n- grad_boost\n- reason\n- risk\n- alternative\n- undergrad_employment\n- grad_employment\n- All field values must be written in Chinese.\n- Every field must contain substantive content.\nEvidence boundary:\n- Use only these evidence sources: bucket-package evidence, expert_enrichment, history, risk_flags, and stated student preferences.\n- Do not use unsupported assumptions, school fame, city popularity, or generic praise as evidence.\n- If the evidence is weak, incomplete, or indirect, stay conservative and say so explicitly.\n- If the evidence does not support a strong claim, state what is missing or uncertain.\nField separation:\n- Each evaluative field must answer a different question.\n- Do not reuse the same praise, prestige signal, or generic employment language across multiple fields unless the evidence truly supports different conclusions.\n- Do not let school prestige, city heat, or vague “good employment” claims fill every field.\n- Do not use broad positive filler to cover for weak evidence.\nField definitions:\n- civil_service_friendly: Judge only civil-service and public-institution friendliness, including compatibility with 考公、考编、选调、事业单位、公共治理类岗位.\n- Focus on major eligibility, breadth of matching岗位, exam-route compatibility, and whether the program helps entry into public-sector tracks.\n- Do not substitute general stability, school prestige, or overall employment quality.\n- soe_fit: Judge only compatibility with SOE / central-enterprise / infrastructure / energy / grid / transport / telecom / manufacturing / other regulated-industry employment paths.\n- Focus on major relevance, industry linkage, and downstream job coverage.\n- Do not equate this with generic “good employment”.\n- grad_boost: Judge only the value of this option for 考研、保研、继续深造、research-platform upgrade, and credential upside.\n- Focus on discipline continuity, platform resources, research atmosphere, and post-graduate path uplift.\n- “Can take graduate exams” alone is not sufficient evidence.\n- reason: Answer \"why this school-major should enter the volunteer list, and how the user should use it\".\n- reason 必须像给家长和学生看的决策说明，不要写成档位归类模板。\n- This field must clearly cover all four of the following information roles:\n- 1. 院校看点: explain the school itself, such as school level, regional recognition, industry links, city resources, discipline strengths, or employment influence when evidence exists.\n- 2. 专业价值: explain why the major fits the student path, including civil-service, SOE, banking, audit, finance, graduate-study, technical, or transferable career paths when relevant.\n- 3. 录取判断: explain the score/rank fit, historical boundary, plan count, subject or group constraints, and popularity volatility that support this bucket position.\n- 4. 填报动作: give a practical placement or pairing suggestion, such as 冲刺区前段/中段/后段、稳妥区主体、保底区承接, or what kind of lower-risk option should accompany it.\n- Start from the school itself when evidence is available; the user should learn what this school is worth considering for, not only why it belongs to a bucket.\n- Cite 1-2 concrete support signals when possible.\n- Do not write generic praise.\n- Do not use empty phrases such as “就业面广”, “学校层次高”, “值得冲一冲”, or “录取概率较高” unless immediately supported by concrete school, major, admission, or placement evidence.\n- Do not simply repeat visible label-style conclusions such as “冲/稳/保”, “true”, or similar tags.\n- Write it as a short natural recommendation explanation, not as a checklist.\n- risk: Answer \"what is the single biggest risk of this option\".\n- Be short, concrete, and direct.\n- Prioritize the most important uncertainty or cost first, such as tight rank margin, major heat volatility, plan changes, city acceptance, or path uncertainty.\n- Avoid generic filler unless tied to a specific trigger.\n- alternative: Provide a lower-risk alternative in the same direction.\n- Reduce risk through one clear dimension change, such as lower city competition, lower school tier, lower major heat, safer program-group, or stronger historical margin.\n- Do not jump to a completely different direction.\n- undergrad_employment: Describe the likely direct employment exits if the student stops at the undergraduate level.\n- Focus on “本科阶段直接出口”: which industries,岗位 types, employer scenarios, or regional job markets are most likely after undergraduate graduation.\n- grad_employment: Describe the likely upgraded employment exits after graduate study or further academic progression.\n- Focus on “深造后的升级出口”: which higher-end, research-oriented, platform-oriented, or stronger career paths become more accessible after graduate study.\n- It must not repeat undergrad_employment.\nField writing requirements:\n- civil_service_friendly, soe_fit, and grad_boost must follow their own definitions strictly.\n- If civil_service_friendly, soe_fit, or grad_boost is weak, explicitly explain why it is weak instead of using vague positive language.\n- reason should be concise, specific, evidence-bounded, and ideally 3-5 sentences.\n- risk should name the single biggest uncertainty first.\n- alternative must remain in the same direction and become safer through one clear change.\n- undergrad_employment and grad_employment must be clearly differentiated and non-redundant.\nQuality bar:\n- Every field must be specific, non-redundant, and traceable to evidence.\n- Prefer precise, caveated judgments over broad positive statements.\n- If evidence is limited, it is better to be conservative than to overclaim.\n\n你是 match_pool 专属的高考志愿稳妥方案生成器。\n\n你只处理 match_pool 候选，不处理 reach_pool 和 safe_pool。\n你的任务不是重新生成候选，而是从已给定的 match_pool 候选包中，按最多 50 条的目标筛选、排序并生成真正适合作为“稳妥桶”的志愿方案；候选不足时不得补造。\n\n一、核心目标\nmatch 桶是志愿方案中的主力区间。\n你必须选择同时满足以下三点的候选：\n1. 录取可行性处于可控范围内，不是明显冲刺，也不是过度保底。\n2. 专业与路径具有真实推荐价值，不能只因为“分数差不多”就保留。\n3. 学生和家庭有较高接受度，城市、学校层次、专业方向、未来路径不能明显违背画像。\n\nmatch 桶的优先级顺序是：\n录取匹配度 > 硬约束不冲突 > 专业路径价值 > 偏好匹配度 > 桶内组合质量。\n\n二、桶边界\n你必须严格区分 match 与 reach、safe：\n- 如果录取风险偏高、需要较好运气或明显依赖波动，应归为 reach，不应放入 match。\n- 如果录取把握明显更强但学校、城市、专业价值明显下降，应更接近 safe，不应作为 match 主力。\n- match 不是“最保险”，也不是“最理想”，而是“最值得认真填报的主力选择”。\n\n三、硬性禁止\n你必须排除以下候选：\n- 学校名、专业名、专业组、批次等关键信息缺失\n- 出现“待确认”“待核实”“专业待确认”“院校待确认”“某大学”“某专业”等占位内容\n- 证据明显不足，无法说明为什么属于稳妥区间\n- 明显属于冲刺风险，却被包装成稳妥\n- 明显属于低质量保底，却被包装成稳妥\n- 与学生硬约束冲突\n- 专业路径与 path_priority 明显冲突，且没有合理解释\n- 只是因为学校名气、城市热度或专业热门而被保留\n- 只是因为分数接近而被保留\n- 输出不属于 match_pool 的候选\n\n四、判定流程\n对每个候选必须按以下顺序内部判断：\n1. 录取匹配判断：是否处于合理稳妥区间。\n2. 风险边界判断：是否更像 reach 或 safe。\n3. 硬约束检查：地域、选科、身体条件、特殊备注、家庭明确要求是否冲突。\n4. 专业路径判断：是否与兴趣、优势学科、就业/考研/考公/国企/市场化高薪等路径优先级匹配。\n5. 接受度判断：学生和家庭是否会真实考虑填报。\n6. 桶内排序：录取更稳、专业路径更清楚、城市和学校更可接受、风险更可控者优先。\n\n五、优先保留标准\n优先保留以下候选：\n- 录取风险处于合理可控区间\n- 与学生分数、位次、选科匹配较清楚\n- 院校层次、城市、专业方向整体均衡\n- 专业路径清晰，有本科就业或考研延展\n- 与 path_priority 有明确关联\n- 不明显牺牲学生核心偏好\n- 风险存在但可解释、可接受\n- 可以作为最终志愿表中的主力填报项\n\n六、降权或排除标准\n以下候选应降权，严重时排除：\n- 录取边界过紧，更像冲刺\n- 录取过于宽松但吸引力不足，更像保底\n- 专业方向与学生画像弱相关\n- 专业名称泛化，培养路径不清\n- 城市或院校类型明显不符合偏好\n- 就业出口和升学路径都不清晰\n- 风险无法具体说明\n- 推荐理由只能写“分数匹配”\n\n七、输出要求\n你只能输出 JSON，不要输出 Markdown、解释文字或代码块。\n目标输出最多 50 条 plans；如果本地 candidate_table 少于 50 条，只能输出实际候选数量，并在 bucket_summary 中说明 local_candidate_shortage。\n每条 plans.type 必须是“稳妥”。\n不得输出 reach、safe、冲刺、保底等其它桶内容。\n不得新增候选池之外的学校或专业。\n不得编造不存在的历史数据、录取概率、政策、招生计划变化。\n如果证据不足，只能基于给定证据谨慎表达，不得断言。\n\n八、字段写法要求\nreason 必须像给家长和学生看的决策说明，不要写成“作为稳妥项……”这类档位归类模板。\n每条 reason 必须同时覆盖四类信息：\n1. 院校看点：说明学校本身值得看的地方，例如院校层次、区域认可度、行业资源、城市就业辐射、优势学科或平台价值；证据不足时要谨慎表达。\n2. 专业价值：说明该专业为什么匹配学生路径，例如考公、国企、银行、审计、财务、考研、技术岗或岗位迁移性。\n3. 录取判断：说明分数、位次、计划、历史边界、专业热度或专业组波动如何支撑其属于稳妥区。\n4. 填报动作：给出实际填报建议，例如作为稳妥区主体/前段/中段/后段，是否保留，以及应搭配哪类替代项。\n不得空泛使用“就业面广”“学校层次高”“值得冲一冲”“录取概率较高”；如使用，必须紧跟具体院校、专业、录取或填报证据。\n\nrisk 必须短、具体，说明主要不确定性。\n优先使用以下风险类型：\n- 专业热度带来一定波动\n- 历年位次可能有小幅波动\n- 招生计划变化需复核\n- 城市或院校层次不是最优\n- 专业方向需要结合个人兴趣确认\n- 若目标专业组收分上移，稳妥性会下降\n\nalternative 必须给相近替代方向。\n替代项应与当前候选在院校层次、城市、专业路径或录取风险上相近。\n不得从稳妥项跳到明显冲刺项或低质量保底项。\n\n九、输出前自检\n- 是否未超过 50 条；若少于 50 条，是否只因本地候选不足或证据不合格\n- 是否全部 type 为“稳妥”\n- 是否全部来自 match_pool\n- 是否无占位符、无待确认、无残缺专业名\n- 是否每条都说明了录取匹配依据\n- 是否每条都说明了主力推荐价值\n- 是否没有把冲刺项包装成稳妥\n- 是否没有把低质量保底项包装成稳妥\n- 是否 risk 具体而不空泛\n- 是否没有明显违反学生硬约束\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}","user_prompt":"slot_rating is the only structured ordering axis for match output.\nadmission_rate must stay fixed to 稳妥.\nDo not rewrite slot_rating into any three-band alias.\n\n请基于以下输入，只从 match_pool 候选中生成 match 稳妥桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 match_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",\n    \"机械\",\n    \"材料\",\n    \"软件\",\n    \"人工智能\",\n    \"通信\",\n    \"金融\",\n    \"会计\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学\",\n    \"网络空间安全\"\n  ],\n  \"school_or_region_keywords\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受出省，故 province_scope 设为 national\",\n    \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n    \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n    \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n    \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n  ]\n}\n\n重点关注：hard_constraints, soft_avoid, high_risk_reminders, preference_keep, path_priority_interpretation\n\n三、match 桶候选包 match_bucket_package_json\n{\n  \"bucket_name\": \"match_pool\",\n  \"candidate_table\": [\n    {\n      \"candidate_id\": \"local_ab7461b02f1c\",\n      \"school\": \"湖南师范大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 599，位次 25117，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_671e6dcbcf01\",\n      \"school\": \"扬州大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 598，位次 25831，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eceed2961915\",\n      \"school\": \"北京工业大学\",\n      \"major\": \"软件工程(中外合作办学)(与爱尔兰国立都柏林大学合作办学，学费9.5万元/学年、外语单科成绩不得低于110分)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 599，位次 25096，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_669a631a163d\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"电气工程及其自动化(城市电网)(大兴校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 598，位次 25841，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_824926b5cf2e\",\n      \"school\": \"首都师范大学\",\n      \"major\": \"人工智能(拔尖创新班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 597，位次 26544，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e4e1f1865a6e\",\n      \"school\": \"沈阳航空航天大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 599，位次 25090，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b49d7607a378\",\n      \"school\": \"东北农业大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 596，位次 27284，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_94ae77af20a1\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 598，位次 25853，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_25f98251b9a7\",\n      \"school\": \"云南大学\",\n      \"major\": \"金融学(金融学+计算机科学与技术双学士学位)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 596，位次 27332，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_16d5587a99bd\",\n   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     \"candidate_id\": \"local_bb1b65629c67\",\n      \"school\": \"西安理工大学\",\n      \"major\": \"自动化(卓越班，曲江校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 593，位次 29659，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0adcefa071f5\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"数据科学与大数据技术(学费标准以最新收费文件及上级精神为准)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 593，位次 29621，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a002db299967\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 592，位次 30446，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c62d73eba9c4\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 592，位次 30445，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5dc048b6c020\",\n      \"school\": \"广西大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 591，位次 31385，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6b5b04878bea\",\n      \"school\": \"西南大学\",\n      \"major\": \"电子信息工程(中外合作办学)(以英语为主要授课语言，建议英语语种考生报考。外方合作高校：澳大利亚塔斯马尼亚大学)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 591，位次 31296，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6afceb97d998\",\n      \"school\": \"广州大学\",\n      \"major\": \"软件工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 590，位次 32204，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5afa66cc4568\",\n      \"school\": \"天津科技大学\",\n      \"major\": \"计算机科学与技术(实行学分制收费)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 591，位次 31388，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ed39ce9c973d\",\n      \"school\": \"西南石油大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 590，位次 32205，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_89c2d8fc321e\",\n      \"school\": \"中国石油大学(北京)克拉玛依校区\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_12\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 588，位次 33903，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_890f333b9cbd\",\n      \"school\": \"中国计量大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 590，位次 32181，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_dda45060b3aa\",\n      \"school\": \"海南大学\",\n      \"major\": \"软件工程(NIIT)(部分课程采用英文教材和英语授课，非英语语种考生慎报)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_11\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 589，位次 32972，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_58abb6f80ef8\",\n      \"school\": \"西安理工大学\",\n      \"major\": \"机械设计制造及其自动化(曲江校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_12\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 588，位次 33907，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b8f3c0666939\",\n      \"school\": \"长沙理工大学\",\n      \"major\": \"网络空间安全\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_11\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": 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\"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 591，位次 31388，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ed39ce9c973d\",\n      \"school\": \"西南石油大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 590，位次 32205，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_89c2d8fc321e\",\n      \"school\": \"中国石油大学(北京)克拉玛依校区\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_12\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 588，位次 33903，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_890f333b9cbd\",\n      \"school\": \"中国计量大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 590，位次 32181，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_dda45060b3aa\",\n      \"school\": \"海南大学\",\n      \"major\": \"软件工程(NIIT)(部分课程采用英文教材和英语授课，非英语语种考生慎报)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_11\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 589，位次 32972，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_58abb6f80ef8\",\n      \"school\": \"西安理工大学\",\n      \"major\": \"机械设计制造及其自动化(曲江校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_12\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 588，位次 33907，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b8f3c0666939\",\n      \"school\": \"长沙理工大学\",\n      \"major\": \"网络空间安全\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_11\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 589，位次 33062，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_41a3b03d27e4\",\n      \"school\": \"浙江师范大学\",\n      \"major\": \"计算机科学与技术(非师范)(大一在杭州萧山校区，大二起在校本部)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_13\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 587，位次 34761，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_116a938ff368\",\n      \"school\": \"北京第二外国语学院\",\n      \"major\": \"金融学(数智金融方向)(外语单科成绩不低于90分；辅修英语专业，复合型人才培养，合格者同时授予辅修学士学位)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_14\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 586，位次 35721，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_91a38b9deb2a\",\n      \"school\": \"常州大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_14\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 586，位次 35647，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4d78b94cadec\",\n      \"school\": \"湖南科技大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_13\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 587，位次 34787，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_42fd030e05a1\",\n      \"school\": \"东北电力大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_16\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 584，位次 37569，计划 20\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62785d967616\",\n      \"school\": \"浙江财经大学\",\n      \"major\": \"数据科学与大数据技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_15\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 585，位次 36591，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0bf282b97ec3\",\n      \"school\": \"重庆交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_15\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 585，位次 36567，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5e1db6d775e3\",\n      \"school\": \"新疆大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_16\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 584，位次 37574，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_217cc6f1ac60\",\n      \"school\": \"江西师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_18\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 582，位次 39587，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c44ec9460f55\",\n      \"school\": \"宁波诺丁汉大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(2加2)(外语单科成绩不低于115分，全英文授课，非英语语种考生请慎重填报，含2个专业方向：计算机科学、计算机科学与人工智能；后两年在英国诺丁汉大学就读，学费另计)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_19\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 581，位次 40563，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eab7c16f56a2\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_20\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 580，位次 41652，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8f5b97bf7d13\",\n      \"school\": \"石家庄铁道大学\",\n      \"major\": \"机械设计制造及其自动化(卓越计划班，龙山校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_18\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 582，位次 39603，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_71b8f774c1ff\",\n      \"school\": \"集美大学\",\n      \"major\": \"软件工程(一、二学年学费5460元/生·年；三、四学年学费13000元/生·年)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_19\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 581，位次 40580，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0406c71bfcd8\",\n      \"school\": \"南京信息工程大学\",\n      \"major\": \"数据科学与大数据技术(中外合作办学)(可在国内学习四年，也可第四年赴英国雷丁大学学习，学费按英国标准收取)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_17\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 583，位次 38536，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_729e5f05f482\",\n      \"school\": \"重庆交通大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_17\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 583，位次 38487，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b6133b657fc1\",\n      \"school\": \"桂林电子科技大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_20\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 580，位次 41580，计划 2\",\n      \"risk_flags\": []\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"match_pool\",\n      \"slice_engine\": \"match_slice_v2_slot_axis\",\n      \"raw_rows\": 2328,\n      \"after_selection_requirements\": 2193,\n      \"after_semantic_keywords\": 561,\n      \"returned_count\": 561,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 600,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        580,\n        599\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 561,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 135,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 1632,\n      \"source_tables\": [\n        \"admission_slice_index\"\n      ],\n      \"match_program_score_formula\": \"admission_fit_score*0.40 + evidence_quality_score*0.25 + official_match_score*0.15 + plan_count_score*0.10 - school_density_penalty*0.10\",\n      \"province\": \"山东\",\n      \"rank_used\": 25000,\n      \"score_used\": 600,\n      \"selected_subjects\": [\n        \"物理\",\n        \"化学\",\n        \"地理\"\n      ],\n      \"physical_slice_isolation\": true\n    },\n    \"candidate_table_count\": 50\n  },\n  \"data_boundary_notes\": [\n    \"本地数据只包含录取事实字段，不包含学习强度、就业压力等长期语义画像。\",\n    \"三桶参考池仅用于提供机械切片基座；reach / match / safe 会先分别完成四轮处理与分桶生成，随后再进入共享叙述层与程序总装。\",\n    \"如果 ranked_candidates 附带 expert_enrichment，它来自专家版本地表，适合用于报告解释、专业特点补充和风险提醒，不能代替当年官方投档事实。\",\n    \"最终填报仍必须核验山东省教育招生考试院、阳光志愿、院校招生章程、选科与体检限制。\"\n  ]\n}\n\n候选包可能包含：candidate_table.match_pool, bucket_pipeline.match_pool, ranked_candidates 中属于 match_pool 的项, expert_enrichment, history, risk_flags, evidence_summary。\n你必须优先使用候选包中的证据进行判断。\n\n四、输出要求\n请输出 JSON only，结构如下：\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}\n\n硬性要求：plans 最多 50 条；如果候选包 candidate_table 少于该数量，只能输出实际本地候选，不得补造；每条 type 必须是“稳妥”；school 和 major 必须完整；reason 必须同时写清“院校看点 + 专业价值 + 录取判断 + 填报动作”；risk 必须短、具体；alternative 必须是相近替代方向；不允许输出任何 JSON 之外的内容。","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"slot_rating is the authoritative Stage3 structured field for match_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\nThe current bucket uses a dynamic slot axis rather than a fixed global slot ceiling.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.\nadmission_rate must stay fixed to 稳妥 for every match plan.\nDo not compress slot_rating into upper/core/buffer aliases in the output contract.\nEvery reason must explain why the item belongs to its current slot_rating position on the match continuous axis.\nEvaluate all fields with strict evidence-bounded reasoning.\nOutput format:\n- Return a JSON object only.\n- Use exactly these fixed fields and do not add, remove, rename, or merge any fields:\n- civil_service_friendly\n- soe_fit\n- grad_boost\n- reason\n- risk\n- alternative\n- undergrad_employment\n- grad_employment\n- All field values must be written in Chinese.\n- Every field must contain substantive content.\nEvidence boundary:\n- Use only these evidence sources: bucket-package evidence, expert_enrichment, history, risk_flags, and stated student preferences.\n- Do not use unsupported assumptions, school fame, city popularity, or generic praise as evidence.\n- If the evidence is weak, incomplete, or indirect, stay conservative and say so explicitly.\n- If the evidence does not support a strong claim, state what is missing or uncertain.\nField separation:\n- Each evaluative field must answer a different question.\n- Do not reuse the same praise, prestige signal, or generic employment language across multiple fields unless the evidence truly supports different conclusions.\n- Do not let school prestige, city heat, or vague “good employment” claims fill every field.\n- Do not use broad positive filler to cover for weak evidence.\nField definitions:\n- civil_service_friendly: Judge only civil-service and public-institution friendliness, including compatibility with 考公、考编、选调、事业单位、公共治理类岗位.\n- Focus on major eligibility, breadth of matching岗位, exam-route compatibility, and whether the program helps entry into public-sector tracks.\n- Do not substitute general stability, school prestige, or overall employment quality.\n- soe_fit: Judge only compatibility with SOE / central-enterprise / infrastructure / energy / grid / transport / telecom / manufacturing / other regulated-industry employment paths.\n- Focus on major relevance, industry linkage, and downstream job coverage.\n- Do not equate this with generic “good employment”.\n- grad_boost: Judge only the value of this option for 考研、保研、继续深造、research-platform upgrade, and credential upside.\n- Focus on discipline continuity, platform resources, research atmosphere, and post-graduate path uplift.\n- “Can take graduate exams” alone is not sufficient evidence.\n- reason: Answer \"why this school-major should enter the volunteer list, and how the user should use it\".\n- reason 必须像给家长和学生看的决策说明，不要写成档位归类模板。\n- This field must clearly cover all four of the following information roles:\n- 1. 院校看点: explain the school itself, such as school level, regional recognition, industry links, city resources, discipline strengths, or employment influence when evidence exists.\n- 2. 专业价值: explain why the major fits the student path, including civil-service, SOE, banking, audit, finance, graduate-study, technical, or transferable career paths when relevant.\n- 3. 录取判断: explain the score/rank fit, historical boundary, plan count, subject or group constraints, and popularity volatility that support this bucket position.\n- 4. 填报动作: give a practical placement or pairing suggestion, such as 冲刺区前段/中段/后段、稳妥区主体、保底区承接, or what kind of lower-risk option should accompany it.\n- Start from the school itself when evidence is available; the user should learn what this school is worth considering for, not only why it belongs to a bucket.\n- Cite 1-2 concrete support signals when possible.\n- Do not write generic praise.\n- Do not use empty phrases such as “就业面广”, “学校层次高”, “值得冲一冲”, or “录取概率较高” unless immediately supported by concrete school, major, admission, or placement evidence.\n- Do not simply repeat visible label-style conclusions such as “冲/稳/保”, “true”, or similar tags.\n- Write it as a short natural recommendation explanation, not as a checklist.\n- risk: Answer \"what is the single biggest risk of this option\".\n- Be short, concrete, and direct.\n- Prioritize the most important uncertainty or cost first, such as tight rank margin, major heat volatility, plan changes, city acceptance, or path uncertainty.\n- Avoid generic filler unless tied to a specific trigger.\n- alternative: Provide a lower-risk alternative in the same direction.\n- Reduce risk through one clear dimension change, such as lower city competition, lower school tier, lower major heat, safer program-group, or stronger historical margin.\n- Do not jump to a completely different direction.\n- undergrad_employment: Describe the likely direct employment exits if the student stops at the undergraduate level.\n- Focus on “本科阶段直接出口”: which industries,岗位 types, employer scenarios, or regional job markets are most likely after undergraduate graduation.\n- grad_employment: Describe the likely upgraded employment exits after graduate study or further academic progression.\n- Focus on “深造后的升级出口”: which higher-end, research-oriented, platform-oriented, or stronger career paths become more accessible after graduate study.\n- It must not repeat undergrad_employment.\nField writing requirements:\n- civil_service_friendly, soe_fit, and grad_boost must follow their own definitions strictly.\n- If civil_service_friendly, soe_fit, or grad_boost is weak, explicitly explain why it is weak instead of using vague positive language.\n- reason should be concise, specific, evidence-bounded, and ideally 3-5 sentences.\n- risk should name the single biggest uncertainty first.\n- alternative must remain in the same direction and become safer through one clear change.\n- undergrad_employment and grad_employment must be clearly differentiated and non-redundant.\nQuality bar:\n- Every field must be specific, non-redundant, and traceable to evidence.\n- Prefer precise, caveated judgments over broad positive statements.\n- If evidence is limited, it is better to be conservative than to overclaim.\n\n你是 match_pool 专属的高考志愿稳妥方案生成器。\n\n你只处理 match_pool 候选，不处理 reach_pool 和 safe_pool。\n你的任务不是重新生成候选，而是从已给定的 match_pool 候选包中，按最多 50 条的目标筛选、排序并生成真正适合作为“稳妥桶”的志愿方案；候选不足时不得补造。\n\n一、核心目标\nmatch 桶是志愿方案中的主力区间。\n你必须选择同时满足以下三点的候选：\n1. 录取可行性处于可控范围内，不是明显冲刺，也不是过度保底。\n2. 专业与路径具有真实推荐价值，不能只因为“分数差不多”就保留。\n3. 学生和家庭有较高接受度，城市、学校层次、专业方向、未来路径不能明显违背画像。\n\nmatch 桶的优先级顺序是：\n录取匹配度 > 硬约束不冲突 > 专业路径价值 > 偏好匹配度 > 桶内组合质量。\n\n二、桶边界\n你必须严格区分 match 与 reach、safe：\n- 如果录取风险偏高、需要较好运气或明显依赖波动，应归为 reach，不应放入 match。\n- 如果录取把握明显更强但学校、城市、专业价值明显下降，应更接近 safe，不应作为 match 主力。\n- match 不是“最保险”，也不是“最理想”，而是“最值得认真填报的主力选择”。\n\n三、硬性禁止\n你必须排除以下候选：\n- 学校名、专业名、专业组、批次等关键信息缺失\n- 出现“待确认”“待核实”“专业待确认”“院校待确认”“某大学”“某专业”等占位内容\n- 证据明显不足，无法说明为什么属于稳妥区间\n- 明显属于冲刺风险，却被包装成稳妥\n- 明显属于低质量保底，却被包装成稳妥\n- 与学生硬约束冲突\n- 专业路径与 path_priority 明显冲突，且没有合理解释\n- 只是因为学校名气、城市热度或专业热门而被保留\n- 只是因为分数接近而被保留\n- 输出不属于 match_pool 的候选\n\n四、判定流程\n对每个候选必须按以下顺序内部判断：\n1. 录取匹配判断：是否处于合理稳妥区间。\n2. 风险边界判断：是否更像 reach 或 safe。\n3. 硬约束检查：地域、选科、身体条件、特殊备注、家庭明确要求是否冲突。\n4. 专业路径判断：是否与兴趣、优势学科、就业/考研/考公/国企/市场化高薪等路径优先级匹配。\n5. 接受度判断：学生和家庭是否会真实考虑填报。\n6. 桶内排序：录取更稳、专业路径更清楚、城市和学校更可接受、风险更可控者优先。\n\n五、优先保留标准\n优先保留以下候选：\n- 录取风险处于合理可控区间\n- 与学生分数、位次、选科匹配较清楚\n- 院校层次、城市、专业方向整体均衡\n- 专业路径清晰，有本科就业或考研延展\n- 与 path_priority 有明确关联\n- 不明显牺牲学生核心偏好\n- 风险存在但可解释、可接受\n- 可以作为最终志愿表中的主力填报项\n\n六、降权或排除标准\n以下候选应降权，严重时排除：\n- 录取边界过紧，更像冲刺\n- 录取过于宽松但吸引力不足，更像保底\n- 专业方向与学生画像弱相关\n- 专业名称泛化，培养路径不清\n- 城市或院校类型明显不符合偏好\n- 就业出口和升学路径都不清晰\n- 风险无法具体说明\n- 推荐理由只能写“分数匹配”\n\n七、输出要求\n你只能输出 JSON，不要输出 Markdown、解释文字或代码块。\n目标输出最多 50 条 plans；如果本地 candidate_table 少于 50 条，只能输出实际候选数量，并在 bucket_summary 中说明 local_candidate_shortage。\n每条 plans.type 必须是“稳妥”。\n不得输出 reach、safe、冲刺、保底等其它桶内容。\n不得新增候选池之外的学校或专业。\n不得编造不存在的历史数据、录取概率、政策、招生计划变化。\n如果证据不足，只能基于给定证据谨慎表达，不得断言。\n\n八、字段写法要求\nreason 必须像给家长和学生看的决策说明，不要写成“作为稳妥项……”这类档位归类模板。\n每条 reason 必须同时覆盖四类信息：\n1. 院校看点：说明学校本身值得看的地方，例如院校层次、区域认可度、行业资源、城市就业辐射、优势学科或平台价值；证据不足时要谨慎表达。\n2. 专业价值：说明该专业为什么匹配学生路径，例如考公、国企、银行、审计、财务、考研、技术岗或岗位迁移性。\n3. 录取判断：说明分数、位次、计划、历史边界、专业热度或专业组波动如何支撑其属于稳妥区。\n4. 填报动作：给出实际填报建议，例如作为稳妥区主体/前段/中段/后段，是否保留，以及应搭配哪类替代项。\n不得空泛使用“就业面广”“学校层次高”“值得冲一冲”“录取概率较高”；如使用，必须紧跟具体院校、专业、录取或填报证据。\n\nrisk 必须短、具体，说明主要不确定性。\n优先使用以下风险类型：\n- 专业热度带来一定波动\n- 历年位次可能有小幅波动\n- 招生计划变化需复核\n- 城市或院校层次不是最优\n- 专业方向需要结合个人兴趣确认\n- 若目标专业组收分上移，稳妥性会下降\n\nalternative 必须给相近替代方向。\n替代项应与当前候选在院校层次、城市、专业路径或录取风险上相近。\n不得从稳妥项跳到明显冲刺项或低质量保底项。\n\n九、输出前自检\n- 是否未超过 50 条；若少于 50 条，是否只因本地候选不足或证据不合格\n- 是否全部 type 为“稳妥”\n- 是否全部来自 match_pool\n- 是否无占位符、无待确认、无残缺专业名\n- 是否每条都说明了录取匹配依据\n- 是否每条都说明了主力推荐价值\n- 是否没有把冲刺项包装成稳妥\n- 是否没有把低质量保底项包装成稳妥\n- 是否 risk 具体而不空泛\n- 是否没有明显违反学生硬约束\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}"},{"role":"user","content":"slot_rating is the only structured ordering axis for match output.\nadmission_rate must stay fixed to 稳妥.\nDo not rewrite slot_rating into any three-band alias.\n\n请基于以下输入，只从 match_pool 候选中生成 match 稳妥桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 match_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",\n    \"机械\",\n    \"材料\",\n    \"软件\",\n    \"人工智能\",\n    \"通信\",\n    \"金融\",\n    \"会计\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学\",\n    \"网络空间安全\"\n  ],\n  \"school_or_region_keywords\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受出省，故 province_scope 设为 national\",\n    \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n    \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n    \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n    \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n  ]\n}\n\n重点关注：hard_constraints, soft_avoid, high_risk_reminders, preference_keep, path_priority_interpretation\n\n三、match 桶候选包 match_bucket_package_json\n{\n  \"bucket_name\": \"match_pool\",\n  \"candidate_table\": [\n    {\n      \"candidate_id\": \"local_ab7461b02f1c\",\n      \"school\": \"湖南师范大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 599，位次 25117，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_671e6dcbcf01\",\n      \"school\": \"扬州大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 598，位次 25831，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eceed2961915\",\n      \"school\": \"北京工业大学\",\n      \"major\": \"软件工程(中外合作办学)(与爱尔兰国立都柏林大学合作办学，学费9.5万元/学年、外语单科成绩不得低于110分)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 599，位次 25096，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_669a631a163d\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"电气工程及其自动化(城市电网)(大兴校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 598，位次 25841，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_824926b5cf2e\",\n      \"school\": \"首都师范大学\",\n      \"major\": \"人工智能(拔尖创新班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 597，位次 26544，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e4e1f1865a6e\",\n      \"school\": \"沈阳航空航天大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 599，位次 25090，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b49d7607a378\",\n      \"school\": \"东北农业大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 596，位次 27284，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_94ae77af20a1\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 598，位次 25853，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_25f98251b9a7\",\n      \"school\": \"云南大学\",\n      \"major\": \"金融学(金融学+计算机科学与技术双学士学位)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 596，位次 27332，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_16d5587a99bd\",\n      \"school\": \"海南大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 597，位次 26534，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6ea320c4af19\",\n      \"school\": \"桂林电子科技大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 597，位次 26514，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3b74ddb02b67\",\n      \"school\": \"北京信息科技大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 596，位次 27234，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_650787cef4e4\",\n      \"school\": \"上海海洋大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 594，位次 28746，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_bb81204c5a14\",\n      \"school\": \"江苏大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 595，位次 28109，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7572a33e7086\",\n      \"school\": \"青岛大学\",\n      \"major\": \"计算机科学与技术(图灵班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 594，位次 28748，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9f741a12fe67\",\n      \"school\": \"海南大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 595，位次 28069，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5293801c8219\",\n      \"school\": \"广东工业大学\",\n      \"major\": \"计算机科学与技术(揭阳校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 594，位次 28752，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3d7068c3beff\",\n      \"school\": \"上海海事大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": 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\"金融学(数智金融方向)(外语单科成绩不低于90分；辅修英语专业，复合型人才培养，合格者同时授予辅修学士学位)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_14\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 586，位次 35721，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_91a38b9deb2a\",\n      \"school\": \"常州大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_14\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 586，位次 35647，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4d78b94cadec\",\n      \"school\": \"湖南科技大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_13\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 587，位次 34787，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_42fd030e05a1\",\n      \"school\": \"东北电力大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_16\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 584，位次 37569，计划 20\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62785d967616\",\n      \"school\": \"浙江财经大学\",\n      \"major\": \"数据科学与大数据技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_15\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 585，位次 36591，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0bf282b97ec3\",\n      \"school\": \"重庆交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_15\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 585，位次 36567，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5e1db6d775e3\",\n      \"school\": \"新疆大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_16\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 584，位次 37574，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_217cc6f1ac60\",\n      \"school\": \"江西师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_18\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 582，位次 39587，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c44ec9460f55\",\n      \"school\": \"宁波诺丁汉大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(2加2)(外语单科成绩不低于115分，全英文授课，非英语语种考生请慎重填报，含2个专业方向：计算机科学、计算机科学与人工智能；后两年在英国诺丁汉大学就读，学费另计)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_19\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 581，位次 40563，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eab7c16f56a2\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_20\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 580，位次 41652，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8f5b97bf7d13\",\n      \"school\": \"石家庄铁道大学\",\n      \"major\": \"机械设计制造及其自动化(卓越计划班，龙山校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_18\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 582，位次 39603，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_71b8f774c1ff\",\n      \"school\": \"集美大学\",\n      \"major\": \"软件工程(一、二学年学费5460元/生·年；三、四学年学费13000元/生·年)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_19\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 581，位次 40580，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0406c71bfcd8\",\n      \"school\": \"南京信息工程大学\",\n      \"major\": \"数据科学与大数据技术(中外合作办学)(可在国内学习四年，也可第四年赴英国雷丁大学学习，学费按英国标准收取)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_17\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 583，位次 38536，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_729e5f05f482\",\n      \"school\": \"重庆交通大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_17\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 583，位次 38487，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b6133b657fc1\",\n      \"school\": \"桂林电子科技大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_20\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 580，位次 41580，计划 2\",\n      \"risk_flags\": []\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"match_pool\",\n      \"slice_engine\": \"match_slice_v2_slot_axis\",\n      \"raw_rows\": 2328,\n      \"after_selection_requirements\": 2193,\n      \"after_semantic_keywords\": 561,\n      \"returned_count\": 561,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 600,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        580,\n        599\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 561,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 135,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 1632,\n      \"source_tables\": [\n        \"admission_slice_index\"\n      ],\n      \"match_program_score_formula\": \"admission_fit_score*0.40 + evidence_quality_score*0.25 + official_match_score*0.15 + plan_count_score*0.10 - school_density_penalty*0.10\",\n      \"province\": \"山东\",\n      \"rank_used\": 25000,\n      \"score_used\": 600,\n      \"selected_subjects\": [\n        \"物理\",\n        \"化学\",\n        \"地理\"\n      ],\n      \"physical_slice_isolation\": true\n    },\n    \"candidate_table_count\": 50\n  },\n  \"data_boundary_notes\": [\n    \"本地数据只包含录取事实字段，不包含学习强度、就业压力等长期语义画像。\",\n    \"三桶参考池仅用于提供机械切片基座；reach / match / safe 会先分别完成四轮处理与分桶生成，随后再进入共享叙述层与程序总装。\",\n    \"如果 ranked_candidates 附带 expert_enrichment，它来自专家版本地表，适合用于报告解释、专业特点补充和风险提醒，不能代替当年官方投档事实。\",\n    \"最终填报仍必须核验山东省教育招生考试院、阳光志愿、院校招生章程、选科与体检限制。\"\n  ]\n}\n\n候选包可能包含：candidate_table.match_pool, bucket_pipeline.match_pool, ranked_candidates 中属于 match_pool 的项, expert_enrichment, history, risk_flags, evidence_summary。\n你必须优先使用候选包中的证据进行判断。\n\n四、输出要求\n请输出 JSON only，结构如下：\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}\n\n硬性要求：plans 最多 50 条；如果候选包 candidate_table 少于该数量，只能输出实际本地候选，不得补造；每条 type 必须是“稳妥”；school 和 major 必须完整；reason 必须同时写清“院校看点 + 专业价值 + 录取判断 + 填报动作”；risk 必须短、具体；alternative 必须是相近替代方向；不允许输出任何 JSON 之外的内容。"}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_match_pool_report_generate"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:33:45+00:00","completed_at":"2026-05-18T14:36:34+00:00","updated_at":"2026-05-18T22:36:34+00:00"},{"id":7,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:1506101e-d556-4972-b793-7d3fc6d625e4","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"after_response:reach_pool","run_origin":"after_response","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_reach_pool_report_generate","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"slot_rating is the authoritative Stage3 structured field for reach_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.\nadmission_rate must stay fixed to 冲刺 for every reach plan.\nUse slot_rating as the only structured ordering axis inside reach_pool.\nEvaluate all fields with strict evidence-bounded reasoning.\nOutput format:\n- Return a JSON object only.\n- Use exactly these fixed fields and do not add, remove, rename, or merge any fields:\n- civil_service_friendly\n- soe_fit\n- grad_boost\n- reason\n- risk\n- alternative\n- undergrad_employment\n- grad_employment\n- All field values must be written in Chinese.\n- Every field must contain substantive content.\nEvidence boundary:\n- Use only these evidence sources: bucket-package evidence, expert_enrichment, history, risk_flags, and stated student preferences.\n- Do not use unsupported assumptions, school fame, city popularity, or generic praise as evidence.\n- If the evidence is weak, incomplete, or indirect, stay conservative and say so explicitly.\n- If the evidence does not support a strong claim, state what is missing or uncertain.\nField separation:\n- Each evaluative field must answer a different question.\n- Do not reuse the same praise, prestige signal, or generic employment language across multiple fields unless the evidence truly supports different conclusions.\n- Do not let school prestige, city heat, or vague “good employment” claims fill every field.\n- Do not use broad positive filler to cover for weak evidence.\nField definitions:\n- civil_service_friendly: Judge only civil-service and public-institution friendliness, including compatibility with 考公、考编、选调、事业单位、公共治理类岗位.\n- Focus on major eligibility, breadth of matching岗位, exam-route compatibility, and whether the program helps entry into public-sector tracks.\n- Do not substitute general stability, school prestige, or overall employment quality.\n- soe_fit: Judge only compatibility with SOE / central-enterprise / infrastructure / energy / grid / transport / telecom / manufacturing / other regulated-industry employment paths.\n- Focus on major relevance, industry linkage, and downstream job coverage.\n- Do not equate this with generic “good employment”.\n- grad_boost: Judge only the value of this option for 考研、保研、继续深造、research-platform upgrade, and credential upside.\n- Focus on discipline continuity, platform resources, research atmosphere, and post-graduate path uplift.\n- “Can take graduate exams” alone is not sufficient evidence.\n- reason: Answer \"why this school-major should enter the volunteer list, and how the user should use it\".\n- reason 必须像给家长和学生看的决策说明，不要写成档位归类模板。\n- This field must clearly cover all four of the following information roles:\n- 1. 院校看点: explain the school itself, such as school level, regional recognition, industry links, city resources, discipline strengths, or employment influence when evidence exists.\n- 2. 专业价值: explain why the major fits the student path, including civil-service, SOE, banking, audit, finance, graduate-study, technical, or transferable career paths when relevant.\n- 3. 录取判断: explain the score/rank fit, historical boundary, plan count, subject or group constraints, and popularity volatility that support this bucket position.\n- 4. 填报动作: give a practical placement or pairing suggestion, such as 冲刺区前段/中段/后段、稳妥区主体、保底区承接, or what kind of lower-risk option should accompany it.\n- Start from the school itself when evidence is available; the user should learn what this school is worth considering for, not only why it belongs to a bucket.\n- Cite 1-2 concrete support signals when possible.\n- Do not write generic praise.\n- Do not use empty phrases such as “就业面广”, “学校层次高”, “值得冲一冲”, or “录取概率较高” unless immediately supported by concrete school, major, admission, or placement evidence.\n- Do not simply repeat visible label-style conclusions such as “冲/稳/保”, “true”, or similar tags.\n- Write it as a short natural recommendation explanation, not as a checklist.\n- risk: Answer \"what is the single biggest risk of this option\".\n- Be short, concrete, and direct.\n- Prioritize the most important uncertainty or cost first, such as tight rank margin, major heat volatility, plan changes, city acceptance, or path uncertainty.\n- Avoid generic filler unless tied to a specific trigger.\n- alternative: Provide a lower-risk alternative in the same direction.\n- Reduce risk through one clear dimension change, such as lower city competition, lower school tier, lower major heat, safer program-group, or stronger historical margin.\n- Do not jump to a completely different direction.\n- undergrad_employment: Describe the likely direct employment exits if the student stops at the undergraduate level.\n- Focus on “本科阶段直接出口”: which industries,岗位 types, employer scenarios, or regional job markets are most likely after undergraduate graduation.\n- grad_employment: Describe the likely upgraded employment exits after graduate study or further academic progression.\n- Focus on “深造后的升级出口”: which higher-end, research-oriented, platform-oriented, or stronger career paths become more accessible after graduate study.\n- It must not repeat undergrad_employment.\nField writing requirements:\n- civil_service_friendly, soe_fit, and grad_boost must follow their own definitions strictly.\n- If civil_service_friendly, soe_fit, or grad_boost is weak, explicitly explain why it is weak instead of using vague positive language.\n- reason should be concise, specific, evidence-bounded, and ideally 3-5 sentences.\n- risk should name the single biggest uncertainty first.\n- alternative must remain in the same direction and become safer through one clear change.\n- undergrad_employment and grad_employment must be clearly differentiated and non-redundant.\nQuality bar:\n- Every field must be specific, non-redundant, and traceable to evidence.\n- Prefer precise, caveated judgments over broad positive statements.\n- If evidence is limited, it is better to be conservative than to overclaim.\n\n你是 reach_pool 专属的高考志愿冲刺方案生成器。\n\n你只处理 reach_pool 候选，不处理 match_pool 和 safe_pool。\n你的任务不是重新生成候选，而是从已给定的 reach_pool 候选包中，按最多 20 条的目标筛选、排序并生成真正适合作为“冲刺桶”的志愿方案；候选不足时不得补造。\n\n一、核心目标\nreach 桶是志愿方案中的上沿探索区间。\n你必须选择同时满足以下三点的候选：\n1. 有合理冲刺依据：录取难度可以偏高，但不能完全脱离学生分数、位次、选科、历史数据和候选证据。\n2. 有明显冲刺收益：一旦录取，应在院校层次、城市平台、专业价值、升学路径或就业出口上带来明显增益。\n3. 风险可解释、可接受：必须明确说明主要风险，不能把高风险包装成稳妥。\n\nreach 桶的优先级顺序是：\n合理冲刺依据 > 硬约束不冲突 > 冲刺收益 > 学生接受度 > 风险透明度 > 桶内排序。\n\n二、桶边界\n你必须严格区分 reach 与 match、safe：\n- 如果候选录取风险只是略有波动、整体较稳，应更接近 match，不应作为 reach 重点。\n- 如果候选录取把握明显较强，应归入 safe 或 match，不应放入 reach。\n- 如果候选几乎没有录取可能，只是学校更好或专业热门，应排除，不能包装成 reach。\n- reach 允许有风险，但不允许无依据冒险。\n\n三、硬性禁止\n你必须排除以下候选：\n- 学校名、专业名、专业组、批次等关键信息缺失\n- 出现“待确认”“待核实”“专业待确认”“院校待确认”“某大学”“某专业”等占位内容\n- 证据明显不足，无法说明为什么还有冲刺依据\n- 录取差距过大，明显属于幻想型冲刺\n- 只因为学校名气大、城市热门、专业热门而被保留\n- 与学生硬约束冲突\n- 与 medical_notes、special_notes、选科要求存在明显冲突\n- 专业路径与 path_priority 明显冲突，且没有合理收益解释\n- 学生或家庭明显无法接受，即使录取也大概率不会填报\n- 输出不属于 reach_pool 的候选\n\n四、判定流程\n对每个候选必须按以下顺序内部判断：\n1. 冲刺依据判断：是否仍有合理录取可能。\n2. 极端风险排除：如果只是梦想项或名校幻想项，必须排除。\n3. 硬约束检查：地域、选科、身体条件、特殊备注、家庭明确要求是否冲突。\n4. 冲刺收益判断：一旦录取是否带来明确增益，例如更高院校平台、更强城市资源、更好专业出口、更强考研平台、更适合考公/国企/就业路径。\n5. 接受度判断：学生和家庭是否愿意为该收益承担一定风险。\n6. 桶内排序：冲刺依据更充分、收益更明显、路径更匹配、风险更可解释者优先。\n\n五、优先保留标准\n优先保留以下候选：\n- 录取风险偏高但仍有历史波动或位次依据支撑\n- 院校层次、城市平台或专业资源较 match 桶有明显提升\n- 专业路径与学生兴趣、优势学科或 path_priority 关联清楚\n- 虽然有风险，但风险来源具体明确\n- 学生和家庭有现实接受可能\n- 可以作为志愿表中的上沿尝试项，而不是纯粹赌运气\n\n六、降权或排除标准\n以下候选应降权，严重时排除：\n- 位次差距过大，缺乏合理波动空间\n- 热门城市 + 热门学校 + 热门专业叠加，风险明显过高\n- 专业收益不清，只是学校名气更高\n- 学校更好但专业明显偏离学生路径\n- 录取难度高，但录取后学生也不一定愿意去\n- 风险无法具体说明\n- 推荐理由只能写“学校层次高”“值得冲一冲”\n\n七、输出要求\n你只能输出 JSON，不要输出 Markdown、解释文字或代码块。\n目标输出最多 20 条 plans；如果本地 candidate_table 少于 20 条，只能输出实际候选数量，并在 bucket_summary 中说明 local_candidate_shortage。\n每条 plans.type 必须是“冲刺”。\n不得输出 match、safe、稳妥、保底等其它桶内容。\n不得新增候选池之外的学校或专业。\n不得编造不存在的历史数据、录取概率、政策、招生计划变化。\n如果证据不足，只能基于给定证据谨慎表达，不得断言。\n\n八、字段写法要求\nreason 必须像给家长和学生看的决策说明，不要写成“作为冲刺项……”这类档位归类模板。\n每条 reason 必须同时覆盖四类信息：\n1. 院校看点：说明学校本身值得看的地方，例如院校层次、区域认可度、行业资源、城市就业辐射、优势学科或平台价值；证据不足时要谨慎表达。\n2. 专业价值：说明该专业为什么匹配学生路径，例如考公、国企、银行、审计、财务、考研、技术岗或岗位迁移性。\n3. 录取判断：说明分数、位次、计划、历史边界、专业热度或专业组波动如何支撑其属于冲刺区。\n4. 填报动作：给出实际填报建议，例如放在冲刺区前段/中段/后段，是否保留，以及应搭配哪类更稳替代项。\n不得空泛使用“就业面广”“学校层次高”“值得冲一冲”“录取概率较高”；如使用，必须紧跟具体院校、专业、录取或填报证据。\n\nrisk 必须短、实、具体，并正面承认风险，不能弱化。\n优先使用以下风险类型：\n- 历史位次边界偏紧\n- 专业热度可能推高录取位次\n- 招生计划变化会放大波动\n- 城市或院校热度较高\n- 专业组内竞争不确定\n- 若当年报考热度上升，录取难度会明显增加\n\nalternative 必须给相近替代方向。\n替代项应是同路径、相近城市或相近院校层次的降风险选择。\n不得给完全无关专业或明显低质量保底替代。\n\n九、输出前自检\n- 是否未超过 20 条；若少于 20 条，是否只因本地候选不足或证据不合格\n- 是否全部 type 为“冲刺”\n- 是否全部来自 reach_pool\n- 是否无占位符、无待确认、无残缺专业名\n- 是否每条都有合理冲刺依据\n- 是否每条都有明确冲刺收益\n- 是否没有把幻想项包装成冲刺\n- 是否没有把稳妥项误放进冲刺\n- 是否 risk 具体且没有被淡化\n- 是否没有违反学生硬约束\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}","user_prompt":"请基于以下输入，只从 reach_pool 候选中生成 reach 冲刺桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 reach_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",\n    \"机械\",\n    \"材料\",\n    \"软件\",\n    \"人工智能\",\n    \"通信\",\n    \"金融\",\n    \"会计\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学\",\n    \"网络空间安全\"\n  ],\n  \"school_or_region_keywords\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受出省，故 province_scope 设为 national\",\n    \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n    \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n    \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n    \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n  ]\n}\n\n重点关注：hard_constraints, soft_avoid, high_risk_reminders, preference_keep, path_priority_interpretation\n\n三、reach 桶候选包 reach_bucket_package_json\n{\n  \"bucket_name\": \"reach_pool\",\n  \"candidate_table\": [\n    {\n      \"candidate_id\": \"local_79d5aefd3fff\",\n      \"school\": \"东北大学秦皇岛分校\",\n      \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 602，位次 23030，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_041af26a8783\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 600，位次 25048，计划 12\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_326f8f762009\",\n      \"school\": \"宁夏大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 601，位次 24329，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7bd347dd1e0\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"材料科学与工程(创新实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 600，位次 24652，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ef21a79f2cde\",\n      \"school\": \"安徽大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 603，位次 22628，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ed1c07813d10\",\n      \"school\": \"南昌大学\",\n      \"major\": \"机械设计制造及其自动化(国家级一流本科专业建设点)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 602，位次 23379，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"机械设计制造及其自动化(太原校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 601，位次 23838，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"人工智能(晋中校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 603，位次 22475，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7e98c02e147\",\n      \"school\": \"中国矿业大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 605，位次 20959，计划 28\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n      \"school\": \"首都师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 604，位次 21680，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947caebedb3b\",\n      \"school\": \"宁波大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 606，位次 20627，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5a64a1a947f4\",\n      \"school\": \"长安大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 607，位次 19848，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_503d706afe10\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"人工智能(入校后可选拔进入人工智能类特色班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 609，位次 18572，计划 23\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8a8cdd67147b\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 608，位次 19343，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_17ff833a745f\",\n      \"school\": \"中南财经政法大学\",\n      \"major\": \"计算机科学与技术(卓越人才实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_12\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 611，位次 17856，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_73d5bd272651\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"计算机科学与技术(试验班)(晋中校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_13\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 612，位次 17089，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ee916bac6405\",\n      \"school\": \"南京信息工程大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_11\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 610，位次 17972，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"school\": \"中国海洋大学\",\n      \"major\": \"金融学(设有特许金融分析师CFA实验班， 可选拔至金融科技(金融学+数学与应用数学)双学位项目)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_16\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 615，位次 15631，计划 13\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_da34a9a928aa\",\n      \"school\": \"西北农林科技大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_15\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 614，位次 15846，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"计算机科学与技术(入校后可选拔进入人工智能类拔尖班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_14\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 613，位次 16473，计划 49\",\n      \"risk_flags\": []\n    }\n  ],\n  \"bucket_pipeline\": {\n    \"ai_round_filter_applied\": true,\n    \"candidate_cards_count\": 20,\n    \"final_candidates_count\": 20,\n    \"slot_axis\": [\n      {\n        \"slot_rating\": \"slot_01\",\n        \"score_delta\": 0\n      },\n      {\n        \"slot_rating\": \"slot_02\",\n        \"score_delta\": 1\n      },\n      {\n        \"slot_rating\": \"slot_03\",\n        \"score_delta\": 2\n      },\n      {\n        \"slot_rating\": \"slot_04\",\n        \"score_delta\": 3\n      },\n      {\n        \"slot_rating\": \"slot_05\",\n        \"score_delta\": 4\n      },\n      {\n        \"slot_rating\": \"slot_06\",\n        \"score_delta\": 5\n      },\n      {\n        \"slot_rating\": \"slot_07\",\n        \"score_delta\": 6\n      },\n      {\n        \"slot_rating\": \"slot_08\",\n        \"score_delta\": 7\n      },\n      {\n        \"slot_rating\": \"slot_09\",\n        \"score_delta\": 8\n      },\n      {\n        \"slot_rating\": \"slot_10\",\n        \"score_delta\": 9\n      },\n      {\n        \"slot_rating\": \"slot_11\",\n        \"score_delta\": 10\n      },\n      {\n        \"slot_rating\": \"slot_12\",\n        \"score_delta\": 11\n      },\n      {\n        \"slot_rating\": \"slot_13\",\n        \"score_delta\": 12\n      },\n      {\n        \"slot_rating\": \"slot_14\",\n        \"score_delta\": 13\n      },\n      {\n        \"slot_rating\": \"slot_15\",\n        \"score_delta\": 14\n      },\n      {\n        \"slot_rating\": \"slot_16\",\n        \"score_delta\": 15\n      }\n    ],\n    \"slot_count\": 16,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_16\",\n    \"slot_rating_counts\": {},\n    \"final_slot_counts\": {},\n    \"final_available_slot_counts\": {},\n    \"round1\": {\n      \"kept\": 20,\n      \"downranked\": 0,\n      \"excluded\": 0\n    },\n    \"round2\": {\n      \"eligible\": 20,\n      \"high_risk\": 0,\n      \"excluded_by_constraints\": 0\n    },\n    \"round3\": {\n      \"ranked_count\": 20,\n      \"excluded_by_round3\": 0,\n      \"path_fit_summary\": [],\n      \"tradeoff_notes\": []\n    },\n    \"round4\": {\n      \"candidate_cards_count\": 20,\n      \"excluded_by_round4\": 0,\n      \"bucket_risk_notes\": [],\n      \"bucket_diversity_notes\": []\n    },\n    \"final_slot_notes\": []\n  },\n  \"ranked_candidates\": [\n    {\n      \"candidate_id\": \"local_79d5aefd3fff\",\n      \"school\": \"东北大学秦皇岛分校\",\n      \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 602，位次 23030，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_041af26a8783\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 600，位次 25048，计划 12\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_326f8f762009\",\n      \"school\": \"宁夏大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 601，位次 24329，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7bd347dd1e0\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"材料科学与工程(创新实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 600，位次 24652，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ef21a79f2cde\",\n      \"school\": \"安徽大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 603，位次 22628，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ed1c07813d10\",\n      \"school\": \"南昌大学\",\n      \"major\": \"机械设计制造及其自动化(国家级一流本科专业建设点)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 602，位次 23379，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"机械设计制造及其自动化(太原校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 601，位次 23838，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"人工智能(晋中校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 603，位次 22475，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7e98c02e147\",\n      \"school\": \"中国矿业大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 605，位次 20959，计划 28\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n      \"school\": \"首都师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 604，位次 21680，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947caebedb3b\",\n      \"school\": \"宁波大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 606，位次 20627，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5a64a1a947f4\",\n      \"school\": \"长安大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 607，位次 19848，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_503d706afe10\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"人工智能(入校后可选拔进入人工智能类特色班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 609，位次 18572，计划 23\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8a8cdd67147b\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 608，位次 19343，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_17ff833a745f\",\n      \"school\": \"中南财经政法大学\",\n      \"major\": \"计算机科学与技术(卓越人才实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_12\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 611，位次 17856，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_73d5bd272651\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"计算机科学与技术(试验班)(晋中校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_13\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 612，位次 17089，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ee916bac6405\",\n      \"school\": \"南京信息工程大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_11\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 610，位次 17972，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"school\": \"中国海洋大学\",\n      \"major\": \"金融学(设有特许金融分析师CFA实验班， 可选拔至金融科技(金融学+数学与应用数学)双学位项目)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_16\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 615，位次 15631，计划 13\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_da34a9a928aa\",\n      \"school\": \"西北农林科技大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_15\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 614，位次 15846，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"计算机科学与技术(入校后可选拔进入人工智能类拔尖班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_14\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 613，位次 16473，计划 49\",\n      \"risk_flags\": []\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"reach_pool\",\n      \"slice_engine\": \"reach_slice_v2_slot_axis\",\n      \"raw_rows\": 1244,\n      \"after_selection_requirements\": 1151,\n      \"after_semantic_keywords\": 314,\n      \"returned_count\": 314,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 600,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        600,\n        615\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 314,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 93,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 837,\n      \"source_tables\": [\n        \"admission_slice_index\"\n      ],\n      \"bucket_program_score_formula\": \"admission_stretch_score*0.25 + upside_value_score*0.30 + evidence_quality_score*0.20 + official_match_score*0.15 + plan_count_score*0.10 - school_density_penalty*0.05\",\n      \"province\": \"山东\",\n      \"rank_used\": 25000,\n      \"score_used\": 600,\n      \"selected_subjects\": [\n        \"物理\",\n        \"化学\",\n        \"地理\"\n      ],\n      \"physical_slice_isolation\": true\n    },\n    \"candidate_table_count\": 20\n  },\n  \"data_boundary_notes\": [\n    \"本地数据只包含录取事实字段，不包含学习强度、就业压力等长期语义画像。\",\n    \"三桶参考池仅用于提供机械切片基座；reach / match / safe 会先分别完成四轮处理与分桶生成，随后再进入共享叙述层与程序总装。\",\n    \"如果 ranked_candidates 附带 expert_enrichment，它来自专家版本地表，适合用于报告解释、专业特点补充和风险提醒，不能代替当年官方投档事实。\",\n    \"最终填报仍必须核验山东省教育招生考试院、阳光志愿、院校招生章程、选科与体检限制。\"\n  ]\n}\n\n候选包可能包含：candidate_table.reach_pool, bucket_pipeline.reach_pool, ranked_candidates 中属于 reach_pool 的项, expert_enrichment, history, risk_flags, evidence_summary。\n你必须优先使用候选包中的证据进行判断。\n\n四、输出要求\n请输出 JSON only，结构如下：\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}\n\n硬性要求：plans 最多 20 条；如果候选包 candidate_table 少于该数量，只能输出实际本地候选，不得补造；每条 type 必须是“冲刺”；school 和 major 必须完整；reason 必须同时写清“院校看点 + 专业价值 + 录取判断 + 填报动作”；risk 必须短、具体，并正面说明不确定性；alternative 必须是相近降风险替代方向；不允许输出任何 JSON 之外的内容。","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"slot_rating is the authoritative Stage3 structured field for reach_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.\nadmission_rate must stay fixed to 冲刺 for every reach plan.\nUse slot_rating as the only structured ordering axis inside reach_pool.\nEvaluate all fields with strict evidence-bounded reasoning.\nOutput format:\n- Return a JSON object only.\n- Use exactly these fixed fields and do not add, remove, rename, or merge any fields:\n- civil_service_friendly\n- soe_fit\n- grad_boost\n- reason\n- risk\n- alternative\n- undergrad_employment\n- grad_employment\n- All field values must be written in Chinese.\n- Every field must contain substantive content.\nEvidence boundary:\n- Use only these evidence sources: bucket-package evidence, expert_enrichment, history, risk_flags, and stated student preferences.\n- Do not use unsupported assumptions, school fame, city popularity, or generic praise as evidence.\n- If the evidence is weak, incomplete, or indirect, stay conservative and say so explicitly.\n- If the evidence does not support a strong claim, state what is missing or uncertain.\nField separation:\n- Each evaluative field must answer a different question.\n- Do not reuse the same praise, prestige signal, or generic employment language across multiple fields unless the evidence truly supports different conclusions.\n- Do not let school prestige, city heat, or vague “good employment” claims fill every field.\n- Do not use broad positive filler to cover for weak evidence.\nField definitions:\n- civil_service_friendly: Judge only civil-service and public-institution friendliness, including compatibility with 考公、考编、选调、事业单位、公共治理类岗位.\n- Focus on major eligibility, breadth of matching岗位, exam-route compatibility, and whether the program helps entry into public-sector tracks.\n- Do not substitute general stability, school prestige, or overall employment quality.\n- soe_fit: Judge only compatibility with SOE / central-enterprise / infrastructure / energy / grid / transport / telecom / manufacturing / other regulated-industry employment paths.\n- Focus on major relevance, industry linkage, and downstream job coverage.\n- Do not equate this with generic “good employment”.\n- grad_boost: Judge only the value of this option for 考研、保研、继续深造、research-platform upgrade, and credential upside.\n- Focus on discipline continuity, platform resources, research atmosphere, and post-graduate path uplift.\n- “Can take graduate exams” alone is not sufficient evidence.\n- reason: Answer \"why this school-major should enter the volunteer list, and how the user should use it\".\n- reason 必须像给家长和学生看的决策说明，不要写成档位归类模板。\n- This field must clearly cover all four of the following information roles:\n- 1. 院校看点: explain the school itself, such as school level, regional recognition, industry links, city resources, discipline strengths, or employment influence when evidence exists.\n- 2. 专业价值: explain why the major fits the student path, including civil-service, SOE, banking, audit, finance, graduate-study, technical, or transferable career paths when relevant.\n- 3. 录取判断: explain the score/rank fit, historical boundary, plan count, subject or group constraints, and popularity volatility that support this bucket position.\n- 4. 填报动作: give a practical placement or pairing suggestion, such as 冲刺区前段/中段/后段、稳妥区主体、保底区承接, or what kind of lower-risk option should accompany it.\n- Start from the school itself when evidence is available; the user should learn what this school is worth considering for, not only why it belongs to a bucket.\n- Cite 1-2 concrete support signals when possible.\n- Do not write generic praise.\n- Do not use empty phrases such as “就业面广”, “学校层次高”, “值得冲一冲”, or “录取概率较高” unless immediately supported by concrete school, major, admission, or placement evidence.\n- Do not simply repeat visible label-style conclusions such as “冲/稳/保”, “true”, or similar tags.\n- Write it as a short natural recommendation explanation, not as a checklist.\n- risk: Answer \"what is the single biggest risk of this option\".\n- Be short, concrete, and direct.\n- Prioritize the most important uncertainty or cost first, such as tight rank margin, major heat volatility, plan changes, city acceptance, or path uncertainty.\n- Avoid generic filler unless tied to a specific trigger.\n- alternative: Provide a lower-risk alternative in the same direction.\n- Reduce risk through one clear dimension change, such as lower city competition, lower school tier, lower major heat, safer program-group, or stronger historical margin.\n- Do not jump to a completely different direction.\n- undergrad_employment: Describe the likely direct employment exits if the student stops at the undergraduate level.\n- Focus on “本科阶段直接出口”: which industries,岗位 types, employer scenarios, or regional job markets are most likely after undergraduate graduation.\n- grad_employment: Describe the likely upgraded employment exits after graduate study or further academic progression.\n- Focus on “深造后的升级出口”: which higher-end, research-oriented, platform-oriented, or stronger career paths become more accessible after graduate study.\n- It must not repeat undergrad_employment.\nField writing requirements:\n- civil_service_friendly, soe_fit, and grad_boost must follow their own definitions strictly.\n- If civil_service_friendly, soe_fit, or grad_boost is weak, explicitly explain why it is weak instead of using vague positive language.\n- reason should be concise, specific, evidence-bounded, and ideally 3-5 sentences.\n- risk should name the single biggest uncertainty first.\n- alternative must remain in the same direction and become safer through one clear change.\n- undergrad_employment and grad_employment must be clearly differentiated and non-redundant.\nQuality bar:\n- Every field must be specific, non-redundant, and traceable to evidence.\n- Prefer precise, caveated judgments over broad positive statements.\n- If evidence is limited, it is better to be conservative than to overclaim.\n\n你是 reach_pool 专属的高考志愿冲刺方案生成器。\n\n你只处理 reach_pool 候选，不处理 match_pool 和 safe_pool。\n你的任务不是重新生成候选，而是从已给定的 reach_pool 候选包中，按最多 20 条的目标筛选、排序并生成真正适合作为“冲刺桶”的志愿方案；候选不足时不得补造。\n\n一、核心目标\nreach 桶是志愿方案中的上沿探索区间。\n你必须选择同时满足以下三点的候选：\n1. 有合理冲刺依据：录取难度可以偏高，但不能完全脱离学生分数、位次、选科、历史数据和候选证据。\n2. 有明显冲刺收益：一旦录取，应在院校层次、城市平台、专业价值、升学路径或就业出口上带来明显增益。\n3. 风险可解释、可接受：必须明确说明主要风险，不能把高风险包装成稳妥。\n\nreach 桶的优先级顺序是：\n合理冲刺依据 > 硬约束不冲突 > 冲刺收益 > 学生接受度 > 风险透明度 > 桶内排序。\n\n二、桶边界\n你必须严格区分 reach 与 match、safe：\n- 如果候选录取风险只是略有波动、整体较稳，应更接近 match，不应作为 reach 重点。\n- 如果候选录取把握明显较强，应归入 safe 或 match，不应放入 reach。\n- 如果候选几乎没有录取可能，只是学校更好或专业热门，应排除，不能包装成 reach。\n- reach 允许有风险，但不允许无依据冒险。\n\n三、硬性禁止\n你必须排除以下候选：\n- 学校名、专业名、专业组、批次等关键信息缺失\n- 出现“待确认”“待核实”“专业待确认”“院校待确认”“某大学”“某专业”等占位内容\n- 证据明显不足，无法说明为什么还有冲刺依据\n- 录取差距过大，明显属于幻想型冲刺\n- 只因为学校名气大、城市热门、专业热门而被保留\n- 与学生硬约束冲突\n- 与 medical_notes、special_notes、选科要求存在明显冲突\n- 专业路径与 path_priority 明显冲突，且没有合理收益解释\n- 学生或家庭明显无法接受，即使录取也大概率不会填报\n- 输出不属于 reach_pool 的候选\n\n四、判定流程\n对每个候选必须按以下顺序内部判断：\n1. 冲刺依据判断：是否仍有合理录取可能。\n2. 极端风险排除：如果只是梦想项或名校幻想项，必须排除。\n3. 硬约束检查：地域、选科、身体条件、特殊备注、家庭明确要求是否冲突。\n4. 冲刺收益判断：一旦录取是否带来明确增益，例如更高院校平台、更强城市资源、更好专业出口、更强考研平台、更适合考公/国企/就业路径。\n5. 接受度判断：学生和家庭是否愿意为该收益承担一定风险。\n6. 桶内排序：冲刺依据更充分、收益更明显、路径更匹配、风险更可解释者优先。\n\n五、优先保留标准\n优先保留以下候选：\n- 录取风险偏高但仍有历史波动或位次依据支撑\n- 院校层次、城市平台或专业资源较 match 桶有明显提升\n- 专业路径与学生兴趣、优势学科或 path_priority 关联清楚\n- 虽然有风险，但风险来源具体明确\n- 学生和家庭有现实接受可能\n- 可以作为志愿表中的上沿尝试项，而不是纯粹赌运气\n\n六、降权或排除标准\n以下候选应降权，严重时排除：\n- 位次差距过大，缺乏合理波动空间\n- 热门城市 + 热门学校 + 热门专业叠加，风险明显过高\n- 专业收益不清，只是学校名气更高\n- 学校更好但专业明显偏离学生路径\n- 录取难度高，但录取后学生也不一定愿意去\n- 风险无法具体说明\n- 推荐理由只能写“学校层次高”“值得冲一冲”\n\n七、输出要求\n你只能输出 JSON，不要输出 Markdown、解释文字或代码块。\n目标输出最多 20 条 plans；如果本地 candidate_table 少于 20 条，只能输出实际候选数量，并在 bucket_summary 中说明 local_candidate_shortage。\n每条 plans.type 必须是“冲刺”。\n不得输出 match、safe、稳妥、保底等其它桶内容。\n不得新增候选池之外的学校或专业。\n不得编造不存在的历史数据、录取概率、政策、招生计划变化。\n如果证据不足，只能基于给定证据谨慎表达，不得断言。\n\n八、字段写法要求\nreason 必须像给家长和学生看的决策说明，不要写成“作为冲刺项……”这类档位归类模板。\n每条 reason 必须同时覆盖四类信息：\n1. 院校看点：说明学校本身值得看的地方，例如院校层次、区域认可度、行业资源、城市就业辐射、优势学科或平台价值；证据不足时要谨慎表达。\n2. 专业价值：说明该专业为什么匹配学生路径，例如考公、国企、银行、审计、财务、考研、技术岗或岗位迁移性。\n3. 录取判断：说明分数、位次、计划、历史边界、专业热度或专业组波动如何支撑其属于冲刺区。\n4. 填报动作：给出实际填报建议，例如放在冲刺区前段/中段/后段，是否保留，以及应搭配哪类更稳替代项。\n不得空泛使用“就业面广”“学校层次高”“值得冲一冲”“录取概率较高”；如使用，必须紧跟具体院校、专业、录取或填报证据。\n\nrisk 必须短、实、具体，并正面承认风险，不能弱化。\n优先使用以下风险类型：\n- 历史位次边界偏紧\n- 专业热度可能推高录取位次\n- 招生计划变化会放大波动\n- 城市或院校热度较高\n- 专业组内竞争不确定\n- 若当年报考热度上升，录取难度会明显增加\n\nalternative 必须给相近替代方向。\n替代项应是同路径、相近城市或相近院校层次的降风险选择。\n不得给完全无关专业或明显低质量保底替代。\n\n九、输出前自检\n- 是否未超过 20 条；若少于 20 条，是否只因本地候选不足或证据不合格\n- 是否全部 type 为“冲刺”\n- 是否全部来自 reach_pool\n- 是否无占位符、无待确认、无残缺专业名\n- 是否每条都有合理冲刺依据\n- 是否每条都有明确冲刺收益\n- 是否没有把幻想项包装成冲刺\n- 是否没有把稳妥项误放进冲刺\n- 是否 risk 具体且没有被淡化\n- 是否没有违反学生硬约束\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}"},{"role":"user","content":"请基于以下输入，只从 reach_pool 候选中生成 reach 冲刺桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 reach_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",\n    \"机械\",\n    \"材料\",\n    \"软件\",\n    \"人工智能\",\n    \"通信\",\n    \"金融\",\n    \"会计\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学\",\n    \"网络空间安全\"\n  ],\n  \"school_or_region_keywords\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受出省，故 province_scope 设为 national\",\n    \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n    \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n    \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n    \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n  ]\n}\n\n重点关注：hard_constraints, soft_avoid, high_risk_reminders, preference_keep, path_priority_interpretation\n\n三、reach 桶候选包 reach_bucket_package_json\n{\n  \"bucket_name\": \"reach_pool\",\n  \"candidate_table\": [\n    {\n      \"candidate_id\": \"local_79d5aefd3fff\",\n      \"school\": \"东北大学秦皇岛分校\",\n      \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 602，位次 23030，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_041af26a8783\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 600，位次 25048，计划 12\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_326f8f762009\",\n      \"school\": \"宁夏大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 601，位次 24329，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7bd347dd1e0\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"材料科学与工程(创新实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 600，位次 24652，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ef21a79f2cde\",\n      \"school\": \"安徽大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 603，位次 22628，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ed1c07813d10\",\n      \"school\": \"南昌大学\",\n      \"major\": \"机械设计制造及其自动化(国家级一流本科专业建设点)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 602，位次 23379，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"机械设计制造及其自动化(太原校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 601，位次 23838，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"人工智能(晋中校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 603，位次 22475，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7e98c02e147\",\n      \"school\": \"中国矿业大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 605，位次 20959，计划 28\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n      \"school\": \"首都师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 604，位次 21680，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947caebedb3b\",\n      \"school\": \"宁波大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 606，位次 20627，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5a64a1a947f4\",\n      \"school\": \"长安大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 607，位次 19848，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_503d706afe10\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"人工智能(入校后可选拔进入人工智能类特色班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 609，位次 18572，计划 23\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8a8cdd67147b\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 608，位次 19343，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_17ff833a745f\",\n      \"school\": \"中南财经政法大学\",\n      \"major\": \"计算机科学与技术(卓越人才实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_12\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 611，位次 17856，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_73d5bd272651\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"计算机科学与技术(试验班)(晋中校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_13\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 612，位次 17089，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ee916bac6405\",\n      \"school\": \"南京信息工程大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_11\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 610，位次 17972，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"school\": \"中国海洋大学\",\n      \"major\": \"金融学(设有特许金融分析师CFA实验班， 可选拔至金融科技(金融学+数学与应用数学)双学位项目)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_16\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 615，位次 15631，计划 13\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_da34a9a928aa\",\n      \"school\": \"西北农林科技大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_15\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 614，位次 15846，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"计算机科学与技术(入校后可选拔进入人工智能类拔尖班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_14\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 613，位次 16473，计划 49\",\n      \"risk_flags\": []\n    }\n  ],\n  \"bucket_pipeline\": {\n    \"ai_round_filter_applied\": true,\n    \"candidate_cards_count\": 20,\n    \"final_candidates_count\": 20,\n    \"slot_axis\": [\n      {\n        \"slot_rating\": \"slot_01\",\n        \"score_delta\": 0\n      },\n      {\n        \"slot_rating\": \"slot_02\",\n        \"score_delta\": 1\n      },\n      {\n        \"slot_rating\": \"slot_03\",\n        \"score_delta\": 2\n      },\n      {\n        \"slot_rating\": \"slot_04\",\n        \"score_delta\": 3\n      },\n      {\n        \"slot_rating\": \"slot_05\",\n        \"score_delta\": 4\n      },\n      {\n        \"slot_rating\": \"slot_06\",\n        \"score_delta\": 5\n      },\n      {\n        \"slot_rating\": \"slot_07\",\n        \"score_delta\": 6\n      },\n      {\n        \"slot_rating\": \"slot_08\",\n        \"score_delta\": 7\n      },\n      {\n        \"slot_rating\": \"slot_09\",\n        \"score_delta\": 8\n      },\n      {\n        \"slot_rating\": \"slot_10\",\n        \"score_delta\": 9\n      },\n      {\n        \"slot_rating\": \"slot_11\",\n        \"score_delta\": 10\n      },\n      {\n        \"slot_rating\": \"slot_12\",\n        \"score_delta\": 11\n      },\n      {\n        \"slot_rating\": \"slot_13\",\n        \"score_delta\": 12\n      },\n      {\n        \"slot_rating\": \"slot_14\",\n        \"score_delta\": 13\n      },\n      {\n        \"slot_rating\": \"slot_15\",\n        \"score_delta\": 14\n      },\n      {\n        \"slot_rating\": \"slot_16\",\n        \"score_delta\": 15\n      }\n    ],\n    \"slot_count\": 16,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_16\",\n    \"slot_rating_counts\": {},\n    \"final_slot_counts\": {},\n    \"final_available_slot_counts\": {},\n    \"round1\": {\n      \"kept\": 20,\n      \"downranked\": 0,\n      \"excluded\": 0\n    },\n    \"round2\": {\n      \"eligible\": 20,\n      \"high_risk\": 0,\n      \"excluded_by_constraints\": 0\n    },\n    \"round3\": {\n      \"ranked_count\": 20,\n      \"excluded_by_round3\": 0,\n      \"path_fit_summary\": [],\n      \"tradeoff_notes\": []\n    },\n    \"round4\": {\n      \"candidate_cards_count\": 20,\n      \"excluded_by_round4\": 0,\n      \"bucket_risk_notes\": [],\n      \"bucket_diversity_notes\": []\n    },\n    \"final_slot_notes\": []\n  },\n  \"ranked_candidates\": [\n    {\n      \"candidate_id\": \"local_79d5aefd3fff\",\n      \"school\": \"东北大学秦皇岛分校\",\n      \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 602，位次 23030，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_041af26a8783\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 600，位次 25048，计划 12\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_326f8f762009\",\n      \"school\": \"宁夏大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 601，位次 24329，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7bd347dd1e0\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"材料科学与工程(创新实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 600，位次 24652，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ef21a79f2cde\",\n      \"school\": \"安徽大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 603，位次 22628，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ed1c07813d10\",\n      \"school\": \"南昌大学\",\n      \"major\": \"机械设计制造及其自动化(国家级一流本科专业建设点)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 602，位次 23379，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"机械设计制造及其自动化(太原校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 601，位次 23838，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"人工智能(晋中校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 603，位次 22475，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7e98c02e147\",\n      \"school\": \"中国矿业大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 605，位次 20959，计划 28\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n      \"school\": \"首都师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 604，位次 21680，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947caebedb3b\",\n      \"school\": \"宁波大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 606，位次 20627，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5a64a1a947f4\",\n      \"school\": \"长安大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 607，位次 19848，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_503d706afe10\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"人工智能(入校后可选拔进入人工智能类特色班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 609，位次 18572，计划 23\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8a8cdd67147b\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 608，位次 19343，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_17ff833a745f\",\n      \"school\": \"中南财经政法大学\",\n      \"major\": \"计算机科学与技术(卓越人才实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_12\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 611，位次 17856，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_73d5bd272651\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"计算机科学与技术(试验班)(晋中校区)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_13\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 612，位次 17089，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ee916bac6405\",\n      \"school\": \"南京信息工程大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_11\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 610，位次 17972，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"school\": \"中国海洋大学\",\n      \"major\": \"金融学(设有特许金融分析师CFA实验班， 可选拔至金融科技(金融学+数学与应用数学)双学位项目)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_16\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 615，位次 15631，计划 13\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_da34a9a928aa\",\n      \"school\": \"西北农林科技大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_15\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 614，位次 15846，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"计算机科学与技术(入校后可选拔进入人工智能类拔尖班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_14\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 613，位次 16473，计划 49\",\n      \"risk_flags\": []\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"reach_pool\",\n      \"slice_engine\": \"reach_slice_v2_slot_axis\",\n      \"raw_rows\": 1244,\n      \"after_selection_requirements\": 1151,\n      \"after_semantic_keywords\": 314,\n      \"returned_count\": 314,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 600,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        600,\n        615\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 314,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 93,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 837,\n      \"source_tables\": [\n        \"admission_slice_index\"\n      ],\n      \"bucket_program_score_formula\": \"admission_stretch_score*0.25 + upside_value_score*0.30 + evidence_quality_score*0.20 + official_match_score*0.15 + plan_count_score*0.10 - school_density_penalty*0.05\",\n      \"province\": \"山东\",\n      \"rank_used\": 25000,\n      \"score_used\": 600,\n      \"selected_subjects\": [\n        \"物理\",\n        \"化学\",\n        \"地理\"\n      ],\n      \"physical_slice_isolation\": true\n    },\n    \"candidate_table_count\": 20\n  },\n  \"data_boundary_notes\": [\n    \"本地数据只包含录取事实字段，不包含学习强度、就业压力等长期语义画像。\",\n    \"三桶参考池仅用于提供机械切片基座；reach / match / safe 会先分别完成四轮处理与分桶生成，随后再进入共享叙述层与程序总装。\",\n    \"如果 ranked_candidates 附带 expert_enrichment，它来自专家版本地表，适合用于报告解释、专业特点补充和风险提醒，不能代替当年官方投档事实。\",\n    \"最终填报仍必须核验山东省教育招生考试院、阳光志愿、院校招生章程、选科与体检限制。\"\n  ]\n}\n\n候选包可能包含：candidate_table.reach_pool, bucket_pipeline.reach_pool, ranked_candidates 中属于 reach_pool 的项, expert_enrichment, history, risk_flags, evidence_summary。\n你必须优先使用候选包中的证据进行判断。\n\n四、输出要求\n请输出 JSON only，结构如下：\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}\n\n硬性要求：plans 最多 20 条；如果候选包 candidate_table 少于该数量，只能输出实际本地候选，不得补造；每条 type 必须是“冲刺”；school 和 major 必须完整；reason 必须同时写清“院校看点 + 专业价值 + 录取判断 + 填报动作”；risk 必须短、具体，并正面说明不确定性；alternative 必须是相近降风险替代方向；不允许输出任何 JSON 之外的内容。"}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_reach_pool_report_generate"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:32:30+00:00","completed_at":"2026-05-18T14:33:45.066+00:00","updated_at":"2026-05-18T22:33:45+00:00"},{"id":6,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:guided_stage3_burden_slice:8f243793-21b1-4443-8351-5ab02fc96820","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"guided_grounding","run_origin":"after_response","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_burden_slice","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for burden, restriction, and risk-boundary judgment.\n\nThis Stage3 round focuses on burden and restriction preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRules:\n- Use only candidate_id values from candidate_cards_json.\n- Read round_profile_compact_json and profile_summary_for_downstream_ai_json as the student-intent layer for the raw fields.\n- Read student_interpretation_json as the authoritative explanation for how the student fields should be interpreted in this round.\n- Read candidate_cards_json directly: slot_rating as the primary structural input.\n- Only burden-related evidence may dominate this round.\n- accept_intensive, willing_graduate, medical_notes, special_notes, risk_major_families_zh, burden_tags, and local_risk_flags are primary round-specific signals.\n- geography, school platform, and path signals may be used only as weak auxiliary context and must not override burden judgment.\n- Hard count constraints:\n- You must make the scoring usable for a local hard cut to fixed final quotas after this round.\n- reach_pool must be cut to at most 20 candidates.\n- match_pool must be cut to at most 50 candidates.\n- safe_pool must be cut to at most 26 candidates.\n- Each slot_rating has its own maximum keep count N, derived from that bucket's fixed keep count and the visible slot_rating distribution.\n- Score enough candidates clearly below the local hard-cut line so reach_pool can shrink to 20, match_pool can shrink to 50, and safe_pool can shrink to 26.\n- Score overcrowded slot_rating groups sharply enough that each slot_rating can be reduced to its maximum keep count N.\n- When a bucket or slot_rating is already at or below its fixed N, keep scoring conservative, but still separate unsupported candidates from supported candidates.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.","user_prompt":"Build the stage3 burden slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"burden_and_constraints\": {\n    \"accept_intensive\": true,\n    \"willing_graduate\": true,\n    \"medical_notes\": null,\n    \"special_notes\": null,\n    \"risk_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only burden and restriction compatibility, including intensity, graduate dependency, and explicit physical or personal constraints.\",\n  \"use_rule\": \"Burden scoring may downscore or reject candidates only for explicit factual conflict, not for generic fear or stereotype.\",\n  \"fields\": [\n    {\n      \"field\": \"accept_intensive\",\n      \"value\": true,\n      \"value_present\": true,\n      \"meaning\": \"explicit burden restriction against majors with high day-to-day study intensity.\",\n      \"when_present\": \"If false, high-intensity candidates deserve caution or penalty.\",\n      \"when_missing\": \"Do not assume the student rejects intensive majors.\"\n    },\n    {\n      \"field\": \"willing_graduate\",\n      \"value\": true,\n      \"value_present\": true,\n      \"meaning\": \"graduate-study willingness signal for majors that often rely on longer training or postgraduate continuation.\",\n      \"when_present\": \"If false, graduate-dependent candidates deserve caution.\",\n      \"when_missing\": \"Do not infer graduate reluctance automatically.\"\n    },\n    {\n      \"field\": \"medical_notes\",\n      \"value\": null,\n      \"value_present\": false,\n      \"meaning\": \"explicit medical or physical constraint note that can create factual mismatch.\",\n      \"when_present\": \"Use it as a strong caution signal and reject only when the conflict is factual.\",\n      \"when_missing\": \"Do not fabricate medical limitations.\"\n    },\n    {\n      \"field\": \"special_notes\",\n      \"value\": null,\n      \"value_present\": false,\n      \"meaning\": \"special constraint note carrying user-entered caveats that may create caution or factual conflicts.\",\n      \"when_present\": \"Use it to explain concrete caution or exclusion when the candidate truly conflicts.\",\n      \"when_missing\": \"Do not add hidden restrictions.\"\n    }\n  ]\n}\n\ncurrent_counts_by_bucket_json:\n{\n  \"reach_pool\": 157,\n  \"match_pool\": 281,\n  \"safe_pool\": 128\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_041af26a8783\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"金融学\",\n    \"canonical_major_name\": \"金融学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_e96e67d46d03\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"机械设计制造及其自动化(太原校区)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_79d5aefd3fff\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n    \"canonical_major_name\": \"通信工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_750d82b754e3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"人工智能(晋中校区)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_75e741248f89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"电子信息工程\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_f7e98c02e147\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_bd7ad56d06e5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"软件工程(入校后可选拔进入人工智能类特色班)\",\n    \"canonical_major_name\": \"软件工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_5a64a1a947f4\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"计算机科学与技术\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_1b3e8e33521c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"电子信息工程\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_503d706afe10\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"人工智能(入校后可选拔进入人工智能类特色班)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_ee916bac6405\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_11\",\n    \"major\": \"计算机科学与技术\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_17ff833a745f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"major\": \"计算机科学与技术(卓越人才实验班)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_235bee134f8c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"major\": \"电气工程及其自动化(入校后可选拔进入碳中和未来班(特色)、电气卓越班)\",\n    \"canonical_major_name\": \"电气工程及其自动化\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_1942a748dbbd\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"major\": \"计算机科学与技术(入校后可选拔进入人工智能类拔尖班)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_da34a9a928aa\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"major\": \"电气工程及其自动化\",\n    \"canonical_major_name\": \"电气工程及其自动化\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"major\": \"金融学(设有特许金融分析师CFA实验班， 可选拔至金融科技(金融学+数学与应用数学)双学位项目)\",\n    \"canonical_major_name\": \"金融学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_f7bd347dd1e0\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"材料科学与工程(创新实验班)\",\n    \"canonical_major_name\": \"材料科学与工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_326f8f762009\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"法学\",\n    \"canonical_major_name\": \"法学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_ed1c07813d10\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"机械设计制造及其自动化(国家级一流本科专业建设点)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_ef21a79f2cde\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"机械设计制造及其自动化\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_8f533f68fd46\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"电气工程及其自动化\",\n    \"canonical_major_name\": \"电气工程及其自动化\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_2656e05cdaa8\",\n    \"source_bucket\": 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\"临床医学(济南校区，不招色盲、色弱考生)\",\n    \"canonical_major_name\": \"临床医学\",\n    \"burden_tags\": [\n      \"burden:intensive:high\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_f88fd9a0adfb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"机械设计制造及其自动化(龙山校区)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_743156bcf5b1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"网络空间安全(两江校区)\",\n    \"canonical_major_name\": \"网络空间安全\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_443385d9a46d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(注册会计师)\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_31a7103bb9e6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"人工智能(全栈式创新实验班)(蒲黄榆校区)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_a56793221cf5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_8d7c3a536a0e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"机械设计制造及其自动化\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_8e06e55abf97\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"计算机科学与技术(ICT现代产业学院)(第1年在进贤教学点就读，第2-3年在校本部就读，第4年在企业实习)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_12ad14a3b760\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"机械设计制造及其自动化(卓越工程师计划试点班)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_7cff212ff30d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"材料科学与工程\",\n    \"canonical_major_name\": \"材料科学与工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_7b655df41926\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"计算机科学与技术(不招单色识别不全者，阳江校区)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_b788d4291fa7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"计算机科学与技术(师范类)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_ce1a02fb9fa3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_e06ba8b13bbb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"材料科学与工程\",\n    \"canonical_major_name\": \"材料科学与工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_4c3f110e1984\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_883cf031344b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_ccef222a7c7f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_4e5b664bca60\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"数据科学与大数据技术\",\n    \"canonical_major_name\": \"数据科学与大数据技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_cb0d786d0dfa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"机械设计制造及其自动化\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_443573d92f0d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"会计学(中外合作办学)(中澳)(与澳大利亚维多利亚大学合作，郑州龙子湖校区)\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_268cee69b14c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"电子信息工程(智能电子创新实验班)(蒲黄榆校区)\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  }\n]\n\nOutput strict JSON only.","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for burden, restriction, and risk-boundary judgment.\n\nThis Stage3 round focuses on burden and restriction preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRules:\n- Use only candidate_id values from candidate_cards_json.\n- Read round_profile_compact_json and profile_summary_for_downstream_ai_json as the student-intent layer for the raw fields.\n- Read student_interpretation_json as the authoritative explanation for how the student fields should be interpreted in this round.\n- Read candidate_cards_json directly: slot_rating as the primary structural input.\n- Only burden-related evidence may dominate this round.\n- accept_intensive, willing_graduate, medical_notes, special_notes, risk_major_families_zh, burden_tags, and local_risk_flags are primary round-specific signals.\n- geography, school platform, and path signals may be used only as weak auxiliary context and must not override burden judgment.\n- Hard count constraints:\n- You must make the scoring usable for a local hard cut to fixed final quotas after this round.\n- reach_pool must be cut to at most 20 candidates.\n- match_pool must be cut to at most 50 candidates.\n- safe_pool must be cut to at most 26 candidates.\n- Each slot_rating has its own maximum keep count N, derived from that bucket's fixed keep count and the visible slot_rating distribution.\n- Score enough candidates clearly below the local hard-cut line so reach_pool can shrink to 20, match_pool can shrink to 50, and safe_pool can shrink to 26.\n- Score overcrowded slot_rating groups sharply enough that each slot_rating can be reduced to its maximum keep count N.\n- When a bucket or slot_rating is already at or below its fixed N, keep scoring conservative, but still separate unsupported candidates from supported candidates.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons."},{"role":"user","content":"Build the stage3 burden slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"burden_and_constraints\": {\n    \"accept_intensive\": true,\n    \"willing_graduate\": true,\n    \"medical_notes\": null,\n    \"special_notes\": null,\n    \"risk_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only burden and restriction compatibility, including intensity, graduate dependency, and explicit physical or personal constraints.\",\n  \"use_rule\": \"Burden scoring may downscore or reject candidates only for explicit factual conflict, not for generic fear or stereotype.\",\n  \"fields\": [\n    {\n      \"field\": \"accept_intensive\",\n      \"value\": true,\n      \"value_present\": true,\n      \"meaning\": \"explicit burden restriction against majors with high day-to-day study intensity.\",\n      \"when_present\": \"If false, high-intensity candidates deserve caution or penalty.\",\n      \"when_missing\": \"Do not assume the student rejects intensive majors.\"\n    },\n    {\n      \"field\": \"willing_graduate\",\n      \"value\": true,\n      \"value_present\": true,\n      \"meaning\": \"graduate-study willingness signal for majors that often rely on longer training or postgraduate continuation.\",\n      \"when_present\": \"If false, graduate-dependent candidates deserve caution.\",\n      \"when_missing\": \"Do not infer graduate reluctance automatically.\"\n    },\n    {\n      \"field\": \"medical_notes\",\n      \"value\": null,\n      \"value_present\": false,\n      \"meaning\": \"explicit medical or physical constraint note that can create factual mismatch.\",\n      \"when_present\": \"Use it as a strong caution signal and reject only when the conflict is factual.\",\n      \"when_missing\": \"Do not fabricate medical limitations.\"\n    },\n    {\n      \"field\": \"special_notes\",\n      \"value\": null,\n      \"value_present\": false,\n      \"meaning\": \"special constraint note carrying user-entered caveats that may create caution or factual conflicts.\",\n      \"when_present\": \"Use it to explain concrete caution or exclusion when the candidate truly conflicts.\",\n      \"when_missing\": \"Do not add hidden restrictions.\"\n    }\n  ]\n}\n\ncurrent_counts_by_bucket_json:\n{\n  \"reach_pool\": 157,\n  \"match_pool\": 281,\n  \"safe_pool\": 128\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_041af26a8783\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"金融学\",\n    \"canonical_major_name\": \"金融学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_e96e67d46d03\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"机械设计制造及其自动化(太原校区)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_79d5aefd3fff\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n    \"canonical_major_name\": \"通信工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_750d82b754e3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"人工智能(晋中校区)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_75e741248f89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"电子信息工程\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    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 \"major\": \"电子信息工程(含教育部卓越工程师教育培养计划)\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_17ea5559289f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"材料科学与工程\",\n    \"canonical_major_name\": \"材料科学与工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_fb85071689e7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"电气工程及其自动化(卓越班)\",\n    \"canonical_major_name\": \"电气工程及其自动化\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_5f08bcdbcaad\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"材料科学与工程(中外合作办学)(外语单科成绩须不低于105分。学校实行全英文教学，非英语语种的考生谨慎报考)\",\n    \"canonical_major_name\": \"材料科学与工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_859d29f5ae7e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"人工智能\",\n    \"canonical_major_name\": \"人工智能\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_bee1d6a04c98\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_dc9ed4695dda\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"临床医学\",\n    \"canonical_major_name\": \"临床医学\",\n    \"burden_tags\": [\n      \"burden:intensive:high\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_281f45f609f3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"数据科学与大数据技术\",\n    \"canonical_major_name\": \"数据科学与大数据技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_d1b6361d7009\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_064f240de0df\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"金融学\",\n    \"canonical_major_name\": \"金融学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_5edfd4dc7ee8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"通信工程\",\n    \"canonical_major_name\": \"通信工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_c37674a1fb63\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"机械设计制造及其自动化(卓越工程师)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_97b1d4062c18\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"计算机科学与技术\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_bd2b38ad5ac0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"临床医学(济南校区，不招色盲、色弱考生)\",\n    \"canonical_major_name\": \"临床医学\",\n    \"burden_tags\": [\n      \"burden:intensive:high\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_f88fd9a0adfb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"机械设计制造及其自动化(龙山校区)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_743156bcf5b1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"网络空间安全(两江校区)\",\n    \"canonical_major_name\": \"网络空间安全\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_443385d9a46d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(注册会计师)\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_31a7103bb9e6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"人工智能(全栈式创新实验班)(蒲黄榆校区)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_a56793221cf5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_8d7c3a536a0e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"机械设计制造及其自动化\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_8e06e55abf97\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"计算机科学与技术(ICT现代产业学院)(第1年在进贤教学点就读，第2-3年在校本部就读，第4年在企业实习)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_12ad14a3b760\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"机械设计制造及其自动化(卓越工程师计划试点班)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_7cff212ff30d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"材料科学与工程\",\n    \"canonical_major_name\": \"材料科学与工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_7b655df41926\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"计算机科学与技术(不招单色识别不全者，阳江校区)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_b788d4291fa7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"计算机科学与技术(师范类)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_ce1a02fb9fa3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_e06ba8b13bbb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"材料科学与工程\",\n    \"canonical_major_name\": \"材料科学与工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_4c3f110e1984\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_883cf031344b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_ccef222a7c7f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_4e5b664bca60\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"数据科学与大数据技术\",\n    \"canonical_major_name\": \"数据科学与大数据技术\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_cb0d786d0dfa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"机械设计制造及其自动化\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_443573d92f0d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"会计学(中外合作办学)(中澳)(与澳大利亚维多利亚大学合作，郑州龙子湖校区)\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_268cee69b14c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"电子信息工程(智能电子创新实验班)(蒲黄榆校区)\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  }\n]\n\nOutput strict JSON only."}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_stage3_burden_slice"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:30:37+00:00","completed_at":"2026-05-18T14:32:30.756+00:00","updated_at":"2026-05-18T22:32:30+00:00"},{"id":5,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:guided_stage3_path_slice:9b7a9d15-1d67-4be9-886c-9860319a7395","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"guided_grounding","run_origin":"after_response","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_path_slice","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for major-path and future-path preference judgment.\n\nThis Stage3 round focuses on path-priority preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRules:\n- Use only candidate_id values from candidate_cards_json.\n- Read round_profile_compact_json and profile_summary_for_downstream_ai_json as the student-intent layer for the raw fields.\n- Read student_interpretation_json as the authoritative explanation for how the student fields should be interpreted in this round.\n- Read candidate_cards_json directly: slot_rating as the primary structural input.\n- Only path-related evidence may dominate this round.\n- path_priority, preferred_major_families_zh, selected_canonical_majors, canonical_major_name, and path_tags are primary round-specific signals.\n- geography, school platform, and burden signals may be used only as weak auxiliary context and must not dominate the path judgment.\n- Hard count constraints:\n- You must make the scoring usable for a local hard cut to fixed final quotas after this round.\n- reach_pool must be cut to at most 20 candidates.\n- match_pool must be cut to at most 50 candidates.\n- safe_pool must be cut to at most 26 candidates.\n- Each slot_rating has its own maximum keep count N, derived from that bucket's fixed keep count and the visible slot_rating distribution.\n- Score enough candidates clearly below the local hard-cut line so reach_pool can shrink to 20, match_pool can shrink to 50, and safe_pool can shrink to 26.\n- Score overcrowded slot_rating groups sharply enough that each slot_rating can be reduced to its maximum keep count N.\n- When a bucket or slot_rating is already at or below its fixed N, keep scoring conservative, but still separate unsupported candidates from supported candidates.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.","user_prompt":"Build the stage3 path slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"国企 / 央企\",\n      \"考研深造\",\n      \"考公 / 考编\",\n      \"本科直接就业\",\n      \"市场化高薪\"\n    ],\n    \"selected_canonical_majors\": [\n      \"计算机科学与技术\",\n      \"电气工程及其自动化\",\n      \"电子信息工程\",\n      \"自动化\",\n      \"机械设计制造及其自动化\",\n      \"材料科学与工程\"\n    ],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  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[\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e1d87f94a453\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"软件工程(道铁工程)(第1年在进贤教学点就读，后3年在校本部就读)\",\n    \"canonical_major_name\": \"软件工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6e26a4240c61\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"软件工程(ICT现代产业学院)(第1年在进贤教学点就读，第2-3年在校本部就读，第4年在企业实习)\",\n    \"canonical_major_name\": \"软件工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d1a431fd4be3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a4259c2e6315\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(CIMA) (特许管理会计师)\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a844bd502761\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"金融学(省级一流本科专业建设点)\",\n    \"canonical_major_name\": \"金融学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_90ff6b8e92dc\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"法学\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_144c2a7ac7a6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"临床医学\",\n    \"canonical_major_name\": \"临床医学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4d8c781c7e48\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"通信工程\",\n    \"canonical_major_name\": \"通信工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_22042b34e0ed\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"法学(地方专项计划)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_497dda86d45d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"法学\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d29784f99d96\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"软件工程(铁道运输工程)(第1年在进贤教学点就读，后3年在校本部就读)\",\n    \"canonical_major_name\": \"软件工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_8ba94aabe1c2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"计算机科学与技术(实验班)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3ed37827e410\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_cfcdaacfb4c4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"法学(涉外法治实验班)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3ee2dfc6f66d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"法学\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_df5e7f3fe0ce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"软件工程(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学软件工程理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n    \"canonical_major_name\": \"软件工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c5024b78ef3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"人工智能\",\n    \"canonical_major_name\": \"人工智能\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_297c423a38e4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"计算机科学与技术(成龙校区)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a12afc3e6c53\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"电气工程及其自动化\",\n    \"canonical_major_name\": \"电气工程及其自动化\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_761a86564dfa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"电气工程及其自动化(成龙校区)\",\n    \"canonical_major_name\": \"电气工程及其自动化\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_33eeb483457c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"法学(涉外法学)(日照校区)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  }\n]\n\nOutput strict JSON only.","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for major-path and future-path preference judgment.\n\nThis Stage3 round focuses on path-priority preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRules:\n- Use only candidate_id values from candidate_cards_json.\n- Read round_profile_compact_json and profile_summary_for_downstream_ai_json as the student-intent layer for the raw fields.\n- Read student_interpretation_json as the authoritative explanation for how the student fields should be interpreted in this round.\n- Read candidate_cards_json directly: slot_rating as the primary structural input.\n- Only path-related evidence may dominate this round.\n- path_priority, preferred_major_families_zh, selected_canonical_majors, canonical_major_name, and path_tags are primary round-specific signals.\n- geography, school platform, and burden signals may be used only as weak auxiliary context and must not dominate the path judgment.\n- Hard count constraints:\n- You must make the scoring usable for a local hard cut to fixed final quotas after this round.\n- reach_pool must be cut to at most 20 candidates.\n- match_pool must be cut to at most 50 candidates.\n- safe_pool must be cut to at most 26 candidates.\n- Each slot_rating has its own maximum keep count N, derived from that bucket's fixed keep count and the visible slot_rating distribution.\n- Score enough candidates clearly below the local hard-cut line so reach_pool can shrink to 20, match_pool can shrink to 50, and safe_pool can shrink to 26.\n- Score overcrowded slot_rating groups sharply enough that each slot_rating can be reduced to its maximum keep count N.\n- When a bucket or slot_rating is already at or below its fixed N, keep scoring conservative, but still separate unsupported candidates from supported candidates.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons."},{"role":"user","content":"Build the stage3 path slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"国企 / 央企\",\n      \"考研深造\",\n      \"考公 / 考编\",\n      \"本科直接就业\",\n      \"市场化高薪\"\n    ],\n    \"selected_canonical_majors\": [\n      \"计算机科学与技术\",\n      \"电气工程及其自动化\",\n      \"电子信息工程\",\n      \"自动化\",\n      \"机械设计制造及其自动化\",\n      \"材料科学与工程\"\n    ],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only path-priority alignment such as direct employment, SOE, graduate study, or market-oriented tracks.\",\n  \"use_rule\": \"Path scoring should reward repeated route preference, but should not overwrite the bucket structure by itself.\",\n  \"fields\": [\n    {\n      \"field\": \"path_priority\",\n      \"value\": [\n        \"国企 / 央企\",\n        \"考研深造\",\n        \"考公 / 考编\",\n        \"本科直接就业\",\n        \"市场化高薪\"\n      ],\n      \"value_present\": true,\n      \"meaning\": \"preferential path intention list for employment and career-route scoring.\",\n      \"when_present\": \"Repeated path items are one of the clearest positive signals for this round.\",\n      \"when_missing\": \"Treat the student as path-neutral and keep changes conservative.\"\n    }\n  ]\n}\n\ncurrent_counts_by_bucket_json:\n{\n  \"reach_pool\": 228,\n  \"match_pool\": 407,\n  \"safe_pool\": 186\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_f681d25340fc\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"材料科学与工程\",\n    \"canonical_major_name\": \"材料科学与工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e96e67d46d03\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"major\": \"机械设计制造及其自动化(太原校区)\",\n    \"canonical_major_name\": \"机械设计制造及其自动化\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_79d5aefd3fff\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n    \"canonical_major_name\": \"通信工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_750d82b754e3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"major\": \"人工智能(晋中校区)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_75e741248f89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"电子信息工程\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f7e98c02e147\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"自动化\",\n    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\"local_df5e7f3fe0ce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"major\": \"软件工程(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学软件工程理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n    \"canonical_major_name\": \"软件工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c5024b78ef3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"major\": \"人工智能\",\n    \"canonical_major_name\": \"人工智能\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_297c423a38e4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"major\": \"计算机科学与技术(成龙校区)\",\n    \"canonical_major_name\": \"计算机科学与技术\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a12afc3e6c53\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"major\": \"电气工程及其自动化\",\n    \"canonical_major_name\": \"电气工程及其自动化\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_761a86564dfa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"major\": \"电气工程及其自动化(成龙校区)\",\n    \"canonical_major_name\": \"电气工程及其自动化\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_33eeb483457c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"major\": \"法学(涉外法学)(日照校区)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  }\n]\n\nOutput strict JSON only."}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_stage3_path_slice"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:28:40+00:00","completed_at":"2026-05-18T14:30:37.615+00:00","updated_at":"2026-05-18T22:30:37+00:00"},{"id":4,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:guided_stage3_platform_slice:ec299ab3-64b3-458a-b018-ba3697963545","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"guided_grounding","run_origin":"after_response","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_platform_slice","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for school-platform preference judgment.\n\nThis Stage3 round focuses on school-platform preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRules:\n- Use only candidate_id values from candidate_cards_json.\n- Read round_profile_compact_json and profile_summary_for_downstream_ai_json as the student-intent layer for the raw fields.\n- Read student_interpretation_json as the authoritative explanation for how the student fields should be interpreted in this round.\n- Read candidate_cards_json directly: slot_rating as the primary structural input.\n- Only platform-related evidence may dominate this round.\n- school_preference, profile_summary_zh, and platform_tags are primary round-specific signals.\n- geography, path, and burden signals may be used only as weak auxiliary context and must not override platform judgment.\n- Hard count constraints:\n- You must make the scoring usable for a local hard cut to fixed final quotas after this round.\n- reach_pool must be cut to at most 20 candidates.\n- match_pool must be cut to at most 50 candidates.\n- safe_pool must be cut to at most 26 candidates.\n- Each slot_rating has its own maximum keep count N, derived from that bucket's fixed keep count and the visible slot_rating distribution.\n- Score enough candidates clearly below the local hard-cut line so reach_pool can shrink to 20, match_pool can shrink to 50, and safe_pool can shrink to 26.\n- Score overcrowded slot_rating groups sharply enough that each slot_rating can be reduced to its maximum keep count N.\n- When a bucket or slot_rating is already at or below its fixed N, keep scoring conservative, but still separate unsupported candidates from supported candidates.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.","user_prompt":"Build the stage3 platform slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"platform_preference\": {\n    \"school_preference\": [\n      \"985\",\n      \"211\",\n      \"双一流\"\n    ],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only school-platform preference, not the final admission value of the candidate.\",\n  \"use_rule\": \"Platform scoring should be mild unless the user clearly names school-platform preferences.\",\n  \"fields\": [\n    {\n      \"field\": \"school_preference\",\n      \"value\": [\n        \"985\",\n        \"211\",\n        \"双一流\"\n      ],\n      \"value_present\": true,\n      \"meaning\": \"explicit school-platform preference text, such as public/private, tier, cooperation, or school style.\",\n      \"when_present\": \"Use it to interpret platform tags as a soft preference ranking signal.\",\n      \"when_missing\": \"Keep platform scoring stable and avoid random differentiation.\"\n    }\n  ]\n}\n\ncurrent_counts_by_bucket_json:\n{\n  \"reach_pool\": 244,\n  \"match_pool\": 435,\n  \"safe_pool\": 199\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_f681d25340fc\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e96e67d46d03\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bb95d458fd07\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_750d82b754e3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_75e741248f89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f7e98c02e147\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bd7ad56d06e5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0abf56db024d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_13a6442d126c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_503d706afe10\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5dc4aefc049b\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_11\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_feec34391c94\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_235bee134f8c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1942a748dbbd\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_2b0eca730cfe\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f7bd347dd1e0\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_78333ca48d00\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_79d5aefd3fff\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ef21a79f2cde\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_8f533f68fd46\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_23bc007b386d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_57f24b0afec1\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_814dbfd9a683\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1b3e8e33521c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ff40e5d96831\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ee916bac6405\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_11\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9d9eee02f912\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_62218d7f91af\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0c82213843f2\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3b5f0ff56e00\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      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\"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_75ce19ba0126\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e70a370c672f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3a703e003c59\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6dc254f51521\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d72ddf527e6f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bc0bcc0bcfa1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ef47dc6f9ea4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a2191a728bd9\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7a890654757a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_eb6ce1a53878\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7e75671e6eb9\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9ca2141c58df\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_62db51f94e65\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_16e229b4442c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_87ab7b895158\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bdbf2eb4f70a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_385a1844ba61\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_313383afad04\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_179e489b71ad\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7d094e312a1d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6bc8606dfae4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_38d8ec76d034\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4156a5db8e11\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_2bbb866cde5a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31b19cfdf974\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_24fc143cddce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1743f7c7d75f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_804977ed37cb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ea0d6c795aaf\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_65a2f859457e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_eddcc7a88dd2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_225b810fd9ff\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5294ea0410f8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_209d9bdb57c3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3ee5cc098742\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e1d87f94a453\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6e26a4240c61\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d1a431fd4be3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a4259c2e6315\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a844bd502761\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_90ff6b8e92dc\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_144c2a7ac7a6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4d8c781c7e48\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_22042b34e0ed\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_497dda86d45d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d29784f99d96\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_8ba94aabe1c2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3ed37827e410\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_cfcdaacfb4c4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3ee2dfc6f66d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_df5e7f3fe0ce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c5024b78ef3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_297c423a38e4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a12afc3e6c53\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_761a86564dfa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_33eeb483457c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4fdd3feed471\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_dea2f4e78bff\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d653fdca7d40\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_86209fb9fa0b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e654dd4cea68\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fdfa4e4ce3ae\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_726cd2c7446f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f662146b87fa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d19135a62af2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1f007c6f1bf3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6e73270a8d56\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_851a8d3bccbb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0331b2251bd8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  }\n]\n\nOutput strict JSON only.","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for school-platform preference judgment.\n\nThis Stage3 round focuses on school-platform preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRules:\n- Use only candidate_id values from candidate_cards_json.\n- Read round_profile_compact_json and profile_summary_for_downstream_ai_json as the student-intent layer for the raw fields.\n- Read student_interpretation_json as the authoritative explanation for how the student fields should be interpreted in this round.\n- Read candidate_cards_json directly: slot_rating as the primary structural input.\n- Only platform-related evidence may dominate this round.\n- school_preference, profile_summary_zh, and platform_tags are primary round-specific signals.\n- geography, path, and burden signals may be used only as weak auxiliary context and must not override platform judgment.\n- Hard count constraints:\n- You must make the scoring usable for a local hard cut to fixed final quotas after this round.\n- reach_pool must be cut to at most 20 candidates.\n- match_pool must be cut to at most 50 candidates.\n- safe_pool must be cut to at most 26 candidates.\n- Each slot_rating has its own maximum keep count N, derived from that bucket's fixed keep count and the visible slot_rating distribution.\n- Score enough candidates clearly below the local hard-cut line so reach_pool can shrink to 20, match_pool can shrink to 50, and safe_pool can shrink to 26.\n- Score overcrowded slot_rating groups sharply enough that each slot_rating can be reduced to its maximum keep count N.\n- When a bucket or slot_rating is already at or below its fixed N, keep scoring conservative, but still separate unsupported candidates from supported candidates.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons."},{"role":"user","content":"Build the stage3 platform slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"platform_preference\": {\n    \"school_preference\": [\n      \"985\",\n      \"211\",\n      \"双一流\"\n    ],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only school-platform preference, not the final admission value of the candidate.\",\n  \"use_rule\": \"Platform scoring should be mild unless the user clearly names school-platform preferences.\",\n  \"fields\": [\n    {\n      \"field\": \"school_preference\",\n      \"value\": [\n        \"985\",\n        \"211\",\n        \"双一流\"\n      ],\n      \"value_present\": true,\n      \"meaning\": \"explicit school-platform preference text, such as public/private, tier, cooperation, or school style.\",\n      \"when_present\": \"Use it to interpret platform tags as a soft preference ranking signal.\",\n      \"when_missing\": \"Keep platform scoring stable and avoid random differentiation.\"\n    }\n  ]\n}\n\ncurrent_counts_by_bucket_json:\n{\n  \"reach_pool\": 244,\n  \"match_pool\": 435,\n  \"safe_pool\": 199\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_f681d25340fc\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e96e67d46d03\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bb95d458fd07\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_750d82b754e3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_75e741248f89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f7e98c02e147\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bd7ad56d06e5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0abf56db024d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_13a6442d126c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_503d706afe10\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5dc4aefc049b\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_11\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_feec34391c94\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_235bee134f8c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1942a748dbbd\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_2b0eca730cfe\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f7bd347dd1e0\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_78333ca48d00\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_79d5aefd3fff\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ef21a79f2cde\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_8f533f68fd46\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_23bc007b386d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      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\"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f43f30052b23\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fd51bb189266\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_37004365d68d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_11\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4c904e9c9bd7\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": 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\"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a3607f1601fb\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a332a3741439\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_2dfcfcfe984d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a1f49e670195\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": 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\"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_39ab95b191ae\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_aaca2b5a128f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a9aa93433b60\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_11\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31d76d271543\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": 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\"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_df5e7f3fe0ce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c5024b78ef3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_297c423a38e4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a12afc3e6c53\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_761a86564dfa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_33eeb483457c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4fdd3feed471\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_dea2f4e78bff\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:tier:211\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d653fdca7d40\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_86209fb9fa0b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e654dd4cea68\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fdfa4e4ce3ae\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_726cd2c7446f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f662146b87fa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_09\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d19135a62af2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_10\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1f007c6f1bf3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:double_first_class\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6e73270a8d56\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"platform_tags\": [\n      \"platform:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_851a8d3bccbb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0331b2251bd8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  }\n]\n\nOutput strict JSON only."}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_stage3_platform_slice"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:26:44+00:00","completed_at":"2026-05-18T14:28:40.616+00:00","updated_at":"2026-05-18T22:28:40+00:00"},{"id":3,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:guided_stage3_geo_slice:ce9e32ff-8bfe-43be-947b-747d2a03e93b","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"guided_grounding","run_origin":"after_response","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_geo_slice","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for geography acceptance and region-boundary judgment.\n\nThis Stage3 round focuses on geography preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRules:\n- Use only candidate_id values from candidate_cards_json.\n- Read round_profile_compact_json and profile_summary_for_downstream_ai_json as the student-intent layer for the raw fields.\n- Read student_interpretation_json as the authoritative explanation for how the student fields should be interpreted in this round.\n- Read candidate_cards_json directly: slot_rating as the primary structural input.\n- Only geography-related evidence may dominate this round.\n- province, target_city, accept_out_province, prefer_home_province, school_province, school_city, and geo_tags are primary round-specific signals.\n- school platform, path, and burden signals may be used only as weak auxiliary context when explaining why a candidate is still viable.\n- Hard count constraints:\n- You must make the scoring usable for a local hard cut to fixed final quotas after this round.\n- reach_pool must be cut to at most 20 candidates.\n- match_pool must be cut to at most 50 candidates.\n- safe_pool must be cut to at most 26 candidates.\n- Each slot_rating has its own maximum keep count N, derived from that bucket's fixed keep count and the visible slot_rating distribution.\n- Score enough candidates clearly below the local hard-cut line so reach_pool can shrink to 20, match_pool can shrink to 50, and safe_pool can shrink to 26.\n- Score overcrowded slot_rating groups sharply enough that each slot_rating can be reduced to its maximum keep count N.\n- When a bucket or slot_rating is already at or below its fixed N, keep scoring conservative, but still separate unsupported candidates from supported candidates.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.","user_prompt":"Build the stage3 geo slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"geo_preference\": {\n    \"target_city\": null,\n    \"accept_out_province\": true,\n    \"prefer_home_province\": \"unsure\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only geography preference alignment for the current candidate set.\",\n  \"use_rule\": \"Geo scoring should react strongly only to explicit city/province signals, and stay conservative when the student only shows mild location preference.\",\n  \"fields\": [\n    {\n      \"field\": \"province\",\n      \"value\": \"山东\",\n      \"value_present\": true,\n      \"meaning\": \"student home province anchor for interpreting in-province versus out-of-province geography tags.\",\n      \"when_present\": \"Use this to recognize home-province retention versus outside movement.\",\n      \"when_missing\": \"Treat province preference as weak and avoid inventing a home-region bias.\"\n    },\n    {\n      \"field\": \"target_city\",\n      \"value\": null,\n      \"value_present\": false,\n      \"meaning\": \"explicit preferred city; strongest geo signal when non-empty.\",\n      \"when_present\": \"Matching city tags deserve a clear geo uplift if no factual conflict exists.\",\n      \"when_missing\": \"No explicit city target exists, so do not manufacture one.\"\n    },\n    {\n      \"field\": \"accept_out_province\",\n      \"value\": true,\n      \"value_present\": true,\n      \"meaning\": \"permission boundary for out-of-province options.\",\n      \"when_present\": \"If false, outside-province candidates face direct geo conflict; if true, they remain eligible.\",\n      \"when_missing\": \"Treat the outside-province stance as unknown rather than negative.\"\n    },\n    {\n      \"field\": \"prefer_home_province\",\n      \"value\": \"unsure\",\n      \"value_present\": true,\n      \"meaning\": \"soft home-province preference rather than a hard lock.\",\n      \"when_present\": \"This can slightly stabilize in-province options when evidence is otherwise close.\",\n      \"when_missing\": \"Do not add a home-province bonus by default.\"\n    }\n  ]\n}\n\ncurrent_counts_by_bucket_json:\n{\n  \"reach_pool\": 314,\n  \"match_pool\": 561,\n  \"safe_pool\": 256\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"山东\",\n    \"school_city\": \"青岛市\",\n    \"geo_tags\": [\n      \"geo:province:山东\",\n      \"geo:city:青岛市\",\n      \"geo:home_province\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fe1aee359031\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"湖北\",\n    \"school_city\": \"武汉市\",\n    \"geo_tags\": [\n      \"geo:province:湖北\",\n      \"geo:city:武汉市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4ca40d09bb1c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3b5f0ff56e00\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fd38c052a45c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"咸阳市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:咸阳市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_2b0eca730cfe\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_da34a9a928aa\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"咸阳市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:咸阳市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_88635ff62c8e\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"school_province\": \"辽宁\",\n    \"school_city\": \"大连市\",\n    \"geo_tags\": [\n      \"geo:province:辽宁\",\n      \"geo:city:大连市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9411d7876e1c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"咸阳市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:咸阳市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e802502760f3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"上海\",\n    \"school_city\": \"上海市\",\n    \"geo_tags\": [\n      \"geo:province:上海\",\n      \"geo:city:上海市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0c82213843f2\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3c8cf212f1e0\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"school_province\": \"吉林\",\n    \"school_city\": \"长春市\",\n    \"geo_tags\": [\n      \"geo:province:吉林\",\n      \"geo:city:长春市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_14e9434c77c2\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"黑龙江\",\n    \"school_city\": \"哈尔滨市\",\n    \"geo_tags\": [\n      \"geo:province:黑龙江\",\n      \"geo:city:哈尔滨市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fe39bd1e59cc\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"school_province\": \"湖南\",\n    \"school_city\": \"长沙市\",\n    \"geo_tags\": [\n      \"geo:province:湖南\",\n      \"geo:city:长沙市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_79acfc4e9978\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"安徽\",\n    \"school_city\": \"合肥市\",\n    \"geo_tags\": [\n      \"geo:province:安徽\",\n      \"geo:city:合肥市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ddffdedf4ba7\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"广东\",\n    \"school_city\": \"广州市\",\n    \"geo_tags\": [\n      \"geo:province:广东\",\n      \"geo:city:广州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_de52ccae415b\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"school_province\": \"甘肃\",\n    \"school_city\": \"兰州市\",\n    \"geo_tags\": [\n      \"geo:province:甘肃\",\n      \"geo:city:兰州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_499948590189\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"西安市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:西安市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_38d79cd10e34\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_537c834c78e3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"school_province\": \"河北\",\n    \"school_city\": \"秦皇岛市\",\n    \"geo_tags\": [\n      \"geo:province:河北\",\n      \"geo:city:秦皇岛市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_173ac603b4d7\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"湖北\",\n    \"school_city\": \"武汉\",\n    \"geo_tags\": [\n      \"geo:province:湖北\",\n      \"geo:city:武汉\",\n      \"geo:outside_preferred_region\"\n    ]\n  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\"slot_rating\": \"slot_03\",\n    \"school_province\": \"甘肃\",\n    \"school_city\": \"兰州市\",\n    \"geo_tags\": [\n      \"geo:province:甘肃\",\n      \"geo:city:兰州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_62db51f94e65\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"河北\",\n    \"school_city\": \"石家庄市\",\n    \"geo_tags\": [\n      \"geo:province:河北\",\n      \"geo:city:石家庄市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_883cf031344b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_36ced5ee3d49\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"安徽\",\n    \"school_city\": \"淮南市\",\n    \"geo_tags\": [\n      \"geo:province:安徽\",\n      \"geo:city:淮南市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1e26b2a1014f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4c3f110e1984\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"广西\",\n    \"school_city\": \"南宁市\",\n    \"geo_tags\": [\n      \"geo:province:广西\",\n      \"geo:city:南宁市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_65a2f859457e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"湖南\",\n    \"school_city\": \"长沙市\",\n    \"geo_tags\": [\n      \"geo:province:湖南\",\n      \"geo:city:长沙市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_75ce19ba0126\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"宁夏\",\n    \"school_city\": \"银川市\",\n    \"geo_tags\": [\n      \"geo:province:宁夏\",\n      \"geo:city:银川市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_62d9928864ba\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"湖北\",\n    \"school_city\": \"武汉市\",\n    \"geo_tags\": [\n      \"geo:province:湖北\",\n      \"geo:city:武汉市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e06ba8b13bbb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"湖南\",\n    \"school_city\": \"湘潭市\",\n    \"geo_tags\": [\n      \"geo:province:湖南\",\n      \"geo:city:湘潭市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6bc8606dfae4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"湖南\",\n    \"school_city\": \"长沙市\",\n    \"geo_tags\": [\n      \"geo:province:湖南\",\n      \"geo:city:长沙市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_8e06e55abf97\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f125f4baffca\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_52bb383dc75d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"山东\",\n    \"school_city\": \"济南市\",\n    \"geo_tags\": [\n      \"geo:province:山东\",\n      \"geo:city:济南市\",\n      \"geo:home_province\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bae4c45b0d98\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"广西\",\n    \"school_city\": \"桂林市\",\n    \"geo_tags\": [\n      \"geo:province:广西\",\n      \"geo:city:桂林市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_703b51db369d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_06\",\n    \"school_province\": \"江苏\",\n    \"school_city\": \"南京市\",\n    \"geo_tags\": [\n      \"geo:province:江苏\",\n      \"geo:city:南京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4156a5db8e11\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"黑龙江\",\n    \"school_city\": \"哈尔滨市\",\n    \"geo_tags\": [\n      \"geo:province:黑龙江\",\n      \"geo:city:哈尔滨市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_88e5aa6a32d5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"山东\",\n    \"school_city\": \"济南市\",\n    \"geo_tags\": [\n      \"geo:province:山东\",\n      \"geo:city:济南市\",\n      \"geo:home_province\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7e75671e6eb9\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"西安市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:西安市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e70a370c672f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"河北\",\n    \"school_city\": \"唐山市\",\n    \"geo_tags\": [\n      \"geo:province:河北\",\n      \"geo:city:唐山市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e65b5238f460\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_443385d9a46d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1f007c6f1bf3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"河南\",\n    \"school_city\": \"开封市\",\n    \"geo_tags\": [\n      \"geo:province:河南\",\n      \"geo:city:开封市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5f2a3a82175e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"新疆\",\n    \"school_city\": \"石河子市\",\n    \"geo_tags\": [\n      \"geo:province:新疆\",\n      \"geo:city:石河子市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1b63474f6bc2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1c3a366862e0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31afbb570014\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b58e819a6cca\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"school_province\": \"浙江\",\n    \"school_city\": \"杭州市\",\n    \"geo_tags\": [\n      \"geo:province:浙江\",\n      \"geo:city:杭州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_152464d0205c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"湖南\",\n    \"school_city\": \"湘潭市\",\n    \"geo_tags\": [\n      \"geo:province:湖南\",\n      \"geo:city:湘潭市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_225b810fd9ff\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"江苏\",\n    \"school_city\": \"南京市\",\n    \"geo_tags\": [\n      \"geo:province:江苏\",\n      \"geo:city:南京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b9466a718502\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"宁夏\",\n    \"school_city\": \"银川市\",\n    \"geo_tags\": [\n      \"geo:province:宁夏\",\n      \"geo:city:银川市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_cce6befe830b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"黑龙江\",\n    \"school_city\": \"哈尔滨市\",\n    \"geo_tags\": [\n      \"geo:province:黑龙江\",\n      \"geo:city:哈尔滨市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ab3cb4d0a57c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3fc5842d3804\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"山西\",\n    \"school_city\": \"太原市\",\n    \"geo_tags\": [\n      \"geo:province:山西\",\n      \"geo:city:太原市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b77b1a0846b1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"广西\",\n    \"school_city\": \"桂林市\",\n    \"geo_tags\": [\n      \"geo:province:广西\",\n      \"geo:city:桂林市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9d05412d2c78\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"吉林\",\n    \"school_city\": \"长春市\",\n    \"geo_tags\": [\n      \"geo:province:吉林\",\n      \"geo:city:长春市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d1b6361d7009\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a56793221cf5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_df5e7f3fe0ce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9ca2141c58df\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"吉林\",\n    \"school_city\": \"长春市\",\n    \"geo_tags\": [\n      \"geo:province:吉林\",\n      \"geo:city:长春市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_253908c66988\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_eddcc7a88dd2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_59d53627fde7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6952a530da77\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"黑龙江\",\n    \"school_city\": \"哈尔滨市\",\n    \"geo_tags\": [\n      \"geo:province:黑龙江\",\n      \"geo:city:哈尔滨市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_683b054254fe\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_442ccd304b01\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4fdd3feed471\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a4259c2e6315\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7b5a61bd4ba1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31a7103bb9e6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6e73270a8d56\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_afe5399a1548\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  }\n]\n\nOutput strict JSON only.","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for geography acceptance and region-boundary judgment.\n\nThis Stage3 round focuses on geography preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRules:\n- Use only candidate_id values from candidate_cards_json.\n- Read round_profile_compact_json and profile_summary_for_downstream_ai_json as the student-intent layer for the raw fields.\n- Read student_interpretation_json as the authoritative explanation for how the student fields should be interpreted in this round.\n- Read candidate_cards_json directly: slot_rating as the primary structural input.\n- Only geography-related evidence may dominate this round.\n- province, target_city, accept_out_province, prefer_home_province, school_province, school_city, and geo_tags are primary round-specific signals.\n- school platform, path, and burden signals may be used only as weak auxiliary context when explaining why a candidate is still viable.\n- Hard count constraints:\n- You must make the scoring usable for a local hard cut to fixed final quotas after this round.\n- reach_pool must be cut to at most 20 candidates.\n- match_pool must be cut to at most 50 candidates.\n- safe_pool must be cut to at most 26 candidates.\n- Each slot_rating has its own maximum keep count N, derived from that bucket's fixed keep count and the visible slot_rating distribution.\n- Score enough candidates clearly below the local hard-cut line so reach_pool can shrink to 20, match_pool can shrink to 50, and safe_pool can shrink to 26.\n- Score overcrowded slot_rating groups sharply enough that each slot_rating can be reduced to its maximum keep count N.\n- When a bucket or slot_rating is already at or below its fixed N, keep scoring conservative, but still separate unsupported candidates from supported candidates.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons."},{"role":"user","content":"Build the stage3 geo slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"geo_preference\": {\n    \"target_city\": null,\n    \"accept_out_province\": true,\n    \"prefer_home_province\": \"unsure\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only geography preference alignment for the current candidate set.\",\n  \"use_rule\": \"Geo scoring should react strongly only to explicit city/province signals, and stay conservative when the student only shows mild location preference.\",\n  \"fields\": [\n    {\n      \"field\": \"province\",\n      \"value\": \"山东\",\n      \"value_present\": true,\n      \"meaning\": \"student home province anchor for interpreting in-province versus out-of-province geography tags.\",\n      \"when_present\": \"Use this to recognize home-province retention versus outside movement.\",\n      \"when_missing\": \"Treat province preference as weak and avoid inventing a home-region bias.\"\n    },\n    {\n      \"field\": \"target_city\",\n      \"value\": null,\n      \"value_present\": false,\n      \"meaning\": \"explicit preferred city; strongest geo signal when non-empty.\",\n      \"when_present\": \"Matching city tags deserve a clear geo uplift if no factual conflict exists.\",\n      \"when_missing\": \"No explicit city target exists, so do not manufacture one.\"\n    },\n    {\n      \"field\": \"accept_out_province\",\n      \"value\": true,\n      \"value_present\": true,\n      \"meaning\": \"permission boundary for out-of-province options.\",\n      \"when_present\": \"If false, outside-province candidates face direct geo conflict; if true, they remain eligible.\",\n      \"when_missing\": \"Treat the outside-province stance as unknown rather than negative.\"\n    },\n    {\n      \"field\": \"prefer_home_province\",\n      \"value\": \"unsure\",\n      \"value_present\": true,\n      \"meaning\": \"soft home-province preference rather than a hard lock.\",\n      \"when_present\": \"This can slightly stabilize in-province options when evidence is otherwise close.\",\n      \"when_missing\": \"Do not add a home-province bonus by default.\"\n    }\n  ]\n}\n\ncurrent_counts_by_bucket_json:\n{\n  \"reach_pool\": 314,\n  \"match_pool\": 561,\n  \"safe_pool\": 256\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"山东\",\n    \"school_city\": \"青岛市\",\n    \"geo_tags\": [\n      \"geo:province:山东\",\n      \"geo:city:青岛市\",\n      \"geo:home_province\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fe1aee359031\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"湖北\",\n    \"school_city\": \"武汉市\",\n    \"geo_tags\": [\n      \"geo:province:湖北\",\n      \"geo:city:武汉市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4ca40d09bb1c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3b5f0ff56e00\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fd38c052a45c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"咸阳市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:咸阳市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_2b0eca730cfe\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_da34a9a928aa\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"咸阳市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:咸阳市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_88635ff62c8e\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"school_province\": \"辽宁\",\n    \"school_city\": \"大连市\",\n    \"geo_tags\": [\n      \"geo:province:辽宁\",\n      \"geo:city:大连市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9411d7876e1c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"咸阳市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:咸阳市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e802502760f3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"上海\",\n    \"school_city\": \"上海市\",\n    \"geo_tags\": [\n      \"geo:province:上海\",\n      \"geo:city:上海市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0c82213843f2\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3c8cf212f1e0\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"school_province\": \"吉林\",\n    \"school_city\": \"长春市\",\n    \"geo_tags\": [\n      \"geo:province:吉林\",\n      \"geo:city:长春市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_14e9434c77c2\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"黑龙江\",\n    \"school_city\": \"哈尔滨市\",\n    \"geo_tags\": [\n      \"geo:province:黑龙江\",\n      \"geo:city:哈尔滨市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fe39bd1e59cc\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"school_province\": \"湖南\",\n    \"school_city\": \"长沙市\",\n    \"geo_tags\": [\n      \"geo:province:湖南\",\n      \"geo:city:长沙市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_79acfc4e9978\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"安徽\",\n    \"school_city\": \"合肥市\",\n    \"geo_tags\": [\n      \"geo:province:安徽\",\n      \"geo:city:合肥市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ddffdedf4ba7\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"广东\",\n    \"school_city\": \"广州市\",\n    \"geo_tags\": [\n      \"geo:province:广东\",\n      \"geo:city:广州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_de52ccae415b\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"school_province\": \"甘肃\",\n    \"school_city\": \"兰州市\",\n    \"geo_tags\": [\n      \"geo:province:甘肃\",\n      \"geo:city:兰州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_499948590189\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"西安市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:西安市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_38d79cd10e34\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_537c834c78e3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_07\",\n    \"school_province\": \"河北\",\n    \"school_city\": \"秦皇岛市\",\n    \"geo_tags\": [\n      \"geo:province:河北\",\n      \"geo:city:秦皇岛市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_173ac603b4d7\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"湖北\",\n    \"school_city\": \"武汉\",\n    \"geo_tags\": [\n      \"geo:province:湖北\",\n      \"geo:city:武汉\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_50f9adf6f256\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"school_province\": \"广东\",\n    \"school_city\": \"广州市\",\n    \"geo_tags\": [\n      \"geo:province:广东\",\n      \"geo:city:广州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4d0ff7a5f862\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"江苏\",\n    \"school_city\": \"南京市\",\n    \"geo_tags\": [\n      \"geo:province:江苏\",\n      \"geo:city:南京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_df21e09ebe00\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_11\",\n    \"school_province\": \"甘肃\",\n    \"school_city\": \"兰州市\",\n    \"geo_tags\": [\n      \"geo:province:甘肃\",\n      \"geo:city:兰州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6e9bfc3af8c7\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_80ccbff133b4\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"安徽\",\n    \"school_city\": \"合肥市\",\n    \"geo_tags\": [\n      \"geo:province:安徽\",\n      \"geo:city:合肥市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_be6b9f538b62\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e0c54f32112e\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"school_province\": \"湖北\",\n    \"school_city\": \"武汉市\",\n    \"geo_tags\": [\n      \"geo:province:湖北\",\n      \"geo:city:武汉市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_22f97ebaed99\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"山东\",\n    \"school_city\": \"山东\",\n    \"geo_tags\": [\n      \"geo:province:山东\",\n      \"geo:city:山东\",\n      \"geo:home_province\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c7d14c519690\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e3b7c46a39dc\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_11\",\n    \"school_province\": \"江苏\",\n    \"school_city\": \"南京市\",\n    \"geo_tags\": [\n      \"geo:province:江苏\",\n      \"geo:city:南京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b8bd8d1953a3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"江苏\",\n    \"school_city\": \"南京市\",\n    \"geo_tags\": [\n      \"geo:province:江苏\",\n      \"geo:city:南京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_af05b9b48d86\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"陕西\",\n    \"school_city\": \"西安市\",\n    \"geo_tags\": [\n      \"geo:province:陕西\",\n      \"geo:city:西安市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ef72556a1026\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d40131764460\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_17ff833a745f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_12\",\n    \"school_province\": \"湖北\",\n    \"school_city\": \"武汉市\",\n    \"geo_tags\": [\n      \"geo:province:湖北\",\n      \"geo:city:武汉市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3ec16792fa67\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"广东\",\n    \"school_city\": \"广州市\",\n    \"geo_tags\": [\n      \"geo:province:广东\",\n      \"geo:city:广州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0b0c87c7a9f3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_15\",\n    \"school_province\": \"上海\",\n    \"school_city\": \"上海市\",\n    \"geo_tags\": [\n      \"geo:province:上海\",\n      \"geo:city:上海市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_21da614da680\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_13\",\n    \"school_province\": \"河南\",\n    \"school_city\": \"郑州市\",\n    \"geo_tags\": [\n      \"geo:province:河南\",\n      \"geo:city:郑州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0abf56db024d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_08\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6b4159d726d6\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"河南\",\n    \"school_city\": \"郑州市\",\n    \"geo_tags\": [\n      \"geo:province:河南\",\n      \"geo:city:郑州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7fc3d12894ad\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_16\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3e8cf789c854\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_14\",\n    \"school_province\": \"湖南\",\n    \"school_city\": \"长沙市\",\n    \"geo_tags\": [\n      \"geo:province:湖南\",\n      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  \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"河南\",\n    \"school_city\": \"开封市\",\n    \"geo_tags\": [\n      \"geo:province:河南\",\n      \"geo:city:开封市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5f2a3a82175e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"新疆\",\n    \"school_city\": \"石河子市\",\n    \"geo_tags\": [\n      \"geo:province:新疆\",\n      \"geo:city:石河子市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1b63474f6bc2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1c3a366862e0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31afbb570014\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b58e819a6cca\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"school_province\": \"浙江\",\n    \"school_city\": \"杭州市\",\n    \"geo_tags\": [\n      \"geo:province:浙江\",\n      \"geo:city:杭州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_152464d0205c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"湖南\",\n    \"school_city\": \"湘潭市\",\n    \"geo_tags\": [\n      \"geo:province:湖南\",\n      \"geo:city:湘潭市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_225b810fd9ff\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"江苏\",\n    \"school_city\": \"南京市\",\n    \"geo_tags\": [\n      \"geo:province:江苏\",\n      \"geo:city:南京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b9466a718502\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"宁夏\",\n    \"school_city\": \"银川市\",\n    \"geo_tags\": [\n      \"geo:province:宁夏\",\n      \"geo:city:银川市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_cce6befe830b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"黑龙江\",\n    \"school_city\": \"哈尔滨市\",\n    \"geo_tags\": [\n      \"geo:province:黑龙江\",\n      \"geo:city:哈尔滨市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ab3cb4d0a57c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3fc5842d3804\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"山西\",\n    \"school_city\": \"太原市\",\n    \"geo_tags\": [\n      \"geo:province:山西\",\n      \"geo:city:太原市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b77b1a0846b1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"广西\",\n    \"school_city\": \"桂林市\",\n    \"geo_tags\": [\n      \"geo:province:广西\",\n      \"geo:city:桂林市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9d05412d2c78\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"吉林\",\n    \"school_city\": \"长春市\",\n    \"geo_tags\": [\n      \"geo:province:吉林\",\n      \"geo:city:长春市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d1b6361d7009\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a56793221cf5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_df5e7f3fe0ce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_05\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9ca2141c58df\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"吉林\",\n    \"school_city\": \"长春市\",\n    \"geo_tags\": [\n      \"geo:province:吉林\",\n      \"geo:city:长春市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_253908c66988\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_eddcc7a88dd2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_59d53627fde7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_04\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6952a530da77\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"黑龙江\",\n    \"school_city\": \"哈尔滨市\",\n    \"geo_tags\": [\n      \"geo:province:黑龙江\",\n      \"geo:city:哈尔滨市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_683b054254fe\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_442ccd304b01\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4fdd3feed471\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a4259c2e6315\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"江西\",\n    \"school_city\": \"南昌市\",\n    \"geo_tags\": [\n      \"geo:province:江西\",\n      \"geo:city:南昌市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7b5a61bd4ba1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_03\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31a7103bb9e6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"北京\",\n    \"school_city\": \"北京市\",\n    \"geo_tags\": [\n      \"geo:province:北京\",\n      \"geo:city:北京市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6e73270a8d56\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_02\",\n    \"school_province\": \"四川\",\n    \"school_city\": \"成都市\",\n    \"geo_tags\": [\n      \"geo:province:四川\",\n      \"geo:city:成都市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_afe5399a1548\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"重庆\",\n    \"school_city\": \"重庆市\",\n    \"geo_tags\": [\n      \"geo:province:重庆\",\n      \"geo:city:重庆市\",\n      \"geo:outside_preferred_region\"\n    ]\n  }\n]\n\nOutput strict JSON only."}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_stage3_geo_slice"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:24:43+00:00","completed_at":"2026-05-18T14:26:44.427+00:00","updated_at":"2026-05-18T22:26:44+00:00"},{"id":2,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:guided_semantic_query_plan:0d65754e-cf6c-48e3-8fbf-20466e244415","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"guided_grounding","run_origin":"after_response","prompt_version":"report-guided-grounding-v1","request_kind":"guided_semantic_query_plan","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"You are a query-planning engine for a Chinese gaokao admissions product.\n\nYour task is not to recommend schools.\nYour task is to translate a student form into machine-usable retrieval and filtering intent.\n\nThe local dataset only contains factual admissions fields such as school name, major name, score, rank, subject requirements, school location, year, and plan count.\nTherefore, any semantic preference such as study intensity, career pressure, graduate-study burden, stability, or family fit must be compiled into major-name keywords and caution rules that can be used against those factual fields.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"semantic_query_plan\": {\n    \"hard_exclude_major_keywords\": [\"string\"],\n    \"soft_avoid_major_keywords\": [\"string\"],\n    \"risk_reminder_keywords\": [\"string\"],\n    \"preferred_major_keywords\": [\"string\"],\n    \"school_or_region_keywords\": [\"string\"],\n    \"query_strategy\": {\n      \"province_scope\": \"home_only|national|unclear\",\n      \"rank_window\": \"narrow|normal|wide\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\"string\"]\n  }\n}\n\nRules:\n- hard_exclude, soft_avoid, and risk_reminder are downstream review signals only; they must not be used by pre-four-round local recall to delete candidates.\n- Before four-round filtering, local recall may only reduce candidates by score/rank window, subject requirements, explicit home-province-only preference, and major include keywords.\n- hard_exclude marks candidates that need strict four-round review and explanation if kept.\n- soft_avoid means the option can remain in the pool but must be downranked or explained during four-round review.\n- risk_reminder means the option can remain but must carry a clear risk note.\n- Do not over-exclude when the user only expressed uncertainty or mild preference.\n- If the user refuses high-intensity study, medical training paths and high-coding-pressure majors should be handled cautiously.\n- If evidence is ambiguous, prefer soft_avoid or risk_reminder over hard_exclude.\n- Keep keywords short and suitable for substring matching against Chinese major names.","user_prompt":"Build a semantic query plan for the following guided report form.\n\nstudent_form_json:\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nOutput strict JSON only.","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"You are a query-planning engine for a Chinese gaokao admissions product.\n\nYour task is not to recommend schools.\nYour task is to translate a student form into machine-usable retrieval and filtering intent.\n\nThe local dataset only contains factual admissions fields such as school name, major name, score, rank, subject requirements, school location, year, and plan count.\nTherefore, any semantic preference such as study intensity, career pressure, graduate-study burden, stability, or family fit must be compiled into major-name keywords and caution rules that can be used against those factual fields.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"semantic_query_plan\": {\n    \"hard_exclude_major_keywords\": [\"string\"],\n    \"soft_avoid_major_keywords\": [\"string\"],\n    \"risk_reminder_keywords\": [\"string\"],\n    \"preferred_major_keywords\": [\"string\"],\n    \"school_or_region_keywords\": [\"string\"],\n    \"query_strategy\": {\n      \"province_scope\": \"home_only|national|unclear\",\n      \"rank_window\": \"narrow|normal|wide\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\"string\"]\n  }\n}\n\nRules:\n- hard_exclude, soft_avoid, and risk_reminder are downstream review signals only; they must not be used by pre-four-round local recall to delete candidates.\n- Before four-round filtering, local recall may only reduce candidates by score/rank window, subject requirements, explicit home-province-only preference, and major include keywords.\n- hard_exclude marks candidates that need strict four-round review and explanation if kept.\n- soft_avoid means the option can remain in the pool but must be downranked or explained during four-round review.\n- risk_reminder means the option can remain but must carry a clear risk note.\n- Do not over-exclude when the user only expressed uncertainty or mild preference.\n- If the user refuses high-intensity study, medical training paths and high-coding-pressure majors should be handled cautiously.\n- If evidence is ambiguous, prefer soft_avoid or risk_reminder over hard_exclude.\n- Keep keywords short and suitable for substring matching against Chinese major names."},{"role":"user","content":"Build a semantic query plan for the following guided report form.\n\nstudent_form_json:\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nOutput strict JSON only."}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_semantic_query_plan"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:24:39+00:00","completed_at":"2026-05-18T14:24:42.963+00:00","updated_at":"2026-05-18T22:24:42+00:00"},{"id":1,"run_key":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd:user_profile_major_space_plan:ecff2b25-6f43-4c3a-95df-7ff48e6993d2","report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","generation_attempt_no":1,"generation_source":"user_profile_major_space","run_origin":"after_response","prompt_version":"report-guided-grounding-v1","request_kind":"user_profile_major_space_plan","target_provider":"DeepSeek","target_model":"deepseek-chat","provider_order_json":["DeepSeek"],"form_data_json":{"rank":"25000","score":"600","gender":"男","province":"山东","student_name":"测试01","subject_type":"物理、化学、地理","path_priority":["国企 / 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"You are the user_profile_major_space_plan engine for a Chinese gaokao guided report.\nYou may only choose canonical_major_name values that already exist in probe_canonical_major_pool_json.\nYou must not output executable keywords, SQL, candidate rows, or candidate_id values.\nReturn strict JSON only.\nRequired shape:\n{\n  \"selected_canonical_majors\": [{ \"canonical_major_name\": \"string\", \"confidence\": 0.82, \"reason_zh\": \"string\" }],\n  \"profile_summary_zh\": \"string\"\n}\nKeep the order meaningful because downstream code preserves your order.\nReturn at most top 15 selected_canonical_majors.","user_prompt":"student_form_json:\n{\n  \"province\": \"山东\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"student_name\": \"测试01\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"selected_subjects\": [\n    \"物理\",\n    \"化学\",\n    \"地理\"\n  ],\n  \"gender\": \"男\",\n  \"accept_out_province\": true,\n  \"prefer_home_province\": \"unsure\",\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"decision_maker\": \"学生\",\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"subject_type\": \"物理、化学、地理\",\n  \"adjustment_policy\": \"not_applicable\",\n  \"accept_adjustment\": null,\n  \"planning_mode\": \"full\"\n}\n\nprobe_canonical_major_pool_json:\n[\n  {\n    \"canonical_major_name\": \"阿拉伯语\"\n  },\n  {\n    \"canonical_major_name\": \"宝石及材料工艺学\"\n  },\n  {\n    \"canonical_major_name\": \"保加利亚语\"\n  },\n  {\n    \"canonical_major_name\": \"保险学\"\n  },\n  {\n    \"canonical_major_name\": \"波兰语\"\n  },\n  {\n    \"canonical_major_name\": \"材料成型及控制工程\"\n  },\n  {\n    \"canonical_major_name\": \"材料化学\"\n  },\n  {\n    \"canonical_major_name\": \"材料科学与工程\"\n  },\n  {\n    \"canonical_major_name\": \"材料类\"\n  },\n  {\n    \"canonical_major_name\": \"材料物理\"\n  },\n  {\n    \"canonical_major_name\": \"财务管理\"\n  },\n  {\n    \"canonical_major_name\": \"朝鲜语\"\n  },\n  {\n    \"canonical_major_name\": \"车辆工程\"\n  },\n  {\n    \"canonical_major_name\": \"城市地下空间工程\"\n  },\n  {\n    \"canonical_major_name\": \"道路桥梁与渡河工程\"\n  },\n  {\n    \"canonical_major_name\": \"德语\"\n  },\n  {\n    \"canonical_major_name\": \"电磁场与无线技术\"\n  },\n  {\n    \"canonical_major_name\": \"电气工程及其自动化\"\n  },\n  {\n    \"canonical_major_name\": \"电气工程及自动化\"\n  },\n  {\n    \"canonical_major_name\": \"电气工程与智能控制\"\n  },\n  {\n    \"canonical_major_name\": \"电信工程及管理\"\n  },\n  {\n    \"canonical_major_name\": \"电子封装技术\"\n  },\n  {\n    \"canonical_major_name\": \"电子科学与技术\"\n  },\n  {\n    \"canonical_major_name\": \"电子信息材料\"\n  },\n  {\n    \"canonical_major_name\": \"电子信息工程\"\n  },\n  {\n    \"canonical_major_name\": \"电子信息科学与技术\"\n  },\n  {\n    \"canonical_major_name\": \"电子信息类\"\n  },\n  {\n    \"canonical_major_name\": \"俄语\"\n  },\n  {\n    \"canonical_major_name\": \"儿科学\"\n  },\n  {\n    \"canonical_major_name\": \"法学\"\n  },\n  {\n    \"canonical_major_name\": \"法学类\"\n  },\n  {\n    \"canonical_major_name\": \"法语\"\n  },\n  {\n    \"canonical_major_name\": \"翻译\"\n  },\n  {\n    \"canonical_major_name\": \"放射医学\"\n  },\n  {\n    \"canonical_major_name\": \"芬兰语\"\n  },\n  {\n    \"canonical_major_name\": \"复合材料与工程\"\n  },\n  {\n    \"canonical_major_name\": \"高分子材料与工程\"\n  },\n  {\n    \"canonical_major_name\": \"给排水科学与工程\"\n  },\n  {\n    \"canonical_major_name\": \"工科试验班\"\n  },\n  {\n    \"canonical_major_name\": \"工商管理\"\n  },\n  {\n    \"canonical_major_name\": \"工商管理类\"\n  },\n  {\n    \"canonical_major_name\": \"工业设计\"\n  },\n  {\n    \"canonical_major_name\": \"功能材料\"\n  },\n  {\n    \"canonical_major_name\": \"光电信息材料与器件\"\n  },\n  {\n    \"canonical_major_name\": \"光电信息科学与工程\"\n  },\n  {\n    \"canonical_major_name\": \"轨道交通信号与控制\"\n  },\n  {\n    \"canonical_major_name\": \"国际商务\"\n  },\n  {\n    \"canonical_major_name\": \"过程装备与控制工程\"\n  },\n  {\n    \"canonical_major_name\": \"海洋信息工程\"\n  },\n  {\n    \"canonical_major_name\": \"核电技术与控制工程\"\n  },\n  {\n    \"canonical_major_name\": \"护理学\"\n  },\n  {\n    \"canonical_major_name\": \"会计学\"\n  },\n  {\n    \"canonical_major_name\": \"机器人工程\"\n  },\n  {\n    \"canonical_major_name\": \"机械电子工程\"\n  },\n  {\n    \"canonical_major_name\": \"机械工程\"\n  },\n  {\n    \"canonical_major_name\": \"机械类\"\n  },\n  {\n    \"canonical_major_name\": \"机械设计制造及其自动化\"\n  },\n  {\n    \"canonical_major_name\": \"集成电路设计与集成系统\"\n  },\n  {\n    \"canonical_major_name\": \"计算机科学与技术\"\n  },\n  {\n    \"canonical_major_name\": \"计算机类\"\n  },\n  {\n    \"canonical_major_name\": \"纪检监察\"\n  },\n  {\n    \"canonical_major_name\": \"监狱学\"\n  },\n  {\n    \"canonical_major_name\": \"建筑环境与能源应用工程\"\n  },\n  {\n    \"canonical_major_name\": \"捷克语\"\n  },\n  {\n    \"canonical_major_name\": \"金融工程\"\n  },\n  {\n    \"canonical_major_name\": \"金融科技\"\n  },\n  {\n    \"canonical_major_name\": \"金融审计\"\n  },\n  {\n    \"canonical_major_name\": \"金融数学\"\n  },\n  {\n    \"canonical_major_name\": \"金融学\"\n  },\n  {\n    \"canonical_major_name\": \"金融学类\"\n  },\n  {\n    \"canonical_major_name\": \"金属材料工程\"\n  },\n  {\n    \"canonical_major_name\": \"经济管理试验班\"\n  },\n  {\n    \"canonical_major_name\": \"经济与金融\"\n  },\n  {\n    \"canonical_major_name\": \"精神医学\"\n  },\n  {\n    \"canonical_major_name\": \"精算学\"\n  },\n  {\n    \"canonical_major_name\": \"空间信息与数字技术\"\n  },\n  {\n    \"canonical_major_name\": \"临床医学\"\n  },\n  {\n    \"canonical_major_name\": \"临床医学类\"\n  },\n  {\n    \"canonical_major_name\": \"麻醉学\"\n  },\n  {\n    \"canonical_major_name\": \"马来语\"\n  },\n  {\n    \"canonical_major_name\": \"密码科学与技术\"\n  },\n  {\n    \"canonical_major_name\": \"纳米材料与技术\"\n  },\n  {\n    \"canonical_major_name\": \"能源互联网工程\"\n  },\n  {\n    \"canonical_major_name\": \"农林智能装备工程\"\n  },\n  {\n    \"canonical_major_name\": \"葡萄牙语\"\n  },\n  {\n    \"canonical_major_name\": \"人工智能\"\n  },\n  {\n    \"canonical_major_name\": \"人力资源管理\"\n  },\n  {\n    \"canonical_major_name\": \"日语\"\n  },\n  {\n    \"canonical_major_name\": \"柔性电子学\"\n  },\n  {\n    \"canonical_major_name\": \"软件工程\"\n  },\n  {\n    \"canonical_major_name\": \"塞尔维亚语\"\n  },\n  {\n    \"canonical_major_name\": \"商务英语\"\n  },\n  {\n    \"canonical_major_name\": \"审计学\"\n  },\n  {\n    \"canonical_major_name\": \"市场营销\"\n  },\n  {\n    \"canonical_major_name\": \"数据科学与大数据技术\"\n  },\n  {\n    \"canonical_major_name\": \"数字媒体技术\"\n  },\n  {\n    \"canonical_major_name\": \"水声工程\"\n  },\n  {\n    \"canonical_major_name\": \"司法鉴定学\"\n  },\n  {\n    \"canonical_major_name\": \"体育经济与管理\"\n  },\n  {\n    \"canonical_major_name\": \"铁道工程\"\n  },\n  {\n    \"canonical_major_name\": \"通信工程\"\n  },\n  {\n    \"canonical_major_name\": \"投资学\"\n  },\n  {\n    \"canonical_major_name\": \"土耳其语\"\n  },\n  {\n    \"canonical_major_name\": \"土木、水利与海洋工程\"\n  },\n  {\n    \"canonical_major_name\": \"土木工程\"\n  },\n  {\n    \"canonical_major_name\": \"土木类\"\n  },\n  {\n    \"canonical_major_name\": \"外国语言文学类\"\n  },\n  {\n    \"canonical_major_name\": \"网络工程\"\n  },\n  {\n    \"canonical_major_name\": \"网络空间安全\"\n  },\n  {\n    \"canonical_major_name\": \"微电子科学与工程\"\n  },\n  {\n    \"canonical_major_name\": \"文化产业管理\"\n  },\n  {\n    \"canonical_major_name\": \"乌尔都语\"\n  },\n  {\n    \"canonical_major_name\": \"无机非金属材料工程\"\n  },\n  {\n    \"canonical_major_name\": \"物联网工程\"\n  },\n  {\n    \"canonical_major_name\": \"西班牙语\"\n  },\n  {\n    \"canonical_major_name\": \"新能源材料与器件\"\n  },\n  {\n    \"canonical_major_name\": \"新能源汽车工程\"\n  },\n  {\n    \"canonical_major_name\": \"信息安全\"\n  },\n  {\n    \"canonical_major_name\": \"信息工程\"\n  },\n  {\n    \"canonical_major_name\": \"信用风险管理与法律防控\"\n  },\n  {\n    \"canonical_major_name\": \"虚拟现实技术\"\n  },\n  {\n    \"canonical_major_name\": \"眼视光医学\"\n  },\n  {\n    \"canonical_major_name\": \"冶金工程\"\n  },\n  {\n    \"canonical_major_name\": \"医学信息工程\"\n  },\n  {\n    \"canonical_major_name\": \"医学影像学\"\n  },\n  {\n    \"canonical_major_name\": \"意大利语\"\n  },\n  {\n    \"canonical_major_name\": \"印度尼西亚语\"\n  },\n  {\n    \"canonical_major_name\": \"英语\"\n  },\n  {\n    \"canonical_major_name\": \"语言学\"\n  },\n  {\n    \"canonical_major_name\": \"知识产权\"\n  },\n  {\n    \"canonical_major_name\": \"智能材料与结构\"\n  },\n  {\n    \"canonical_major_name\": \"智能测控工程\"\n  },\n  {\n    \"canonical_major_name\": \"智能车辆工程\"\n  },\n  {\n    \"canonical_major_name\": \"智能电网信息工程\"\n  },\n  {\n    \"canonical_major_name\": \"智能工程与创意设计\"\n  },\n  {\n    \"canonical_major_name\": \"智能建造\"\n  },\n  {\n    \"canonical_major_name\": \"智能建造与智慧交通\"\n  },\n  {\n    \"canonical_major_name\": \"智能交互设计\"\n  },\n  {\n    \"canonical_major_name\": \"智能科学与技术\"\n  },\n  {\n    \"canonical_major_name\": \"智能视觉工程\"\n  },\n  {\n    \"canonical_major_name\": \"智能视听工程\"\n  },\n  {\n    \"canonical_major_name\": \"智能制造工程\"\n  },\n  {\n    \"canonical_major_name\": \"智能装备与系统\"\n  },\n  {\n    \"canonical_major_name\": \"助产学\"\n  },\n  {\n    \"canonical_major_name\": \"资产评估\"\n  },\n  {\n    \"canonical_major_name\": \"自动化\"\n  },\n  {\n    \"canonical_major_name\": \"自动化类\"\n  }\n]\n\nDo not output keywords. Only return canonical_major_name values already present in probe_canonical_major_pool_json.","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"You are the user_profile_major_space_plan engine for a Chinese gaokao guided report.\nYou may only choose canonical_major_name values that already exist in probe_canonical_major_pool_json.\nYou must not output executable keywords, SQL, candidate rows, or candidate_id values.\nReturn strict JSON only.\nRequired shape:\n{\n  \"selected_canonical_majors\": [{ \"canonical_major_name\": \"string\", \"confidence\": 0.82, \"reason_zh\": \"string\" }],\n  \"profile_summary_zh\": \"string\"\n}\nKeep the order meaningful because downstream code preserves your order.\nReturn at most top 15 selected_canonical_majors."},{"role":"user","content":"student_form_json:\n{\n  \"province\": \"山东\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"student_name\": \"测试01\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"selected_subjects\": [\n    \"物理\",\n    \"化学\",\n    \"地理\"\n  ],\n  \"gender\": \"男\",\n  \"accept_out_province\": true,\n  \"prefer_home_province\": \"unsure\",\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"decision_maker\": \"学生\",\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"subject_type\": \"物理、化学、地理\",\n  \"adjustment_policy\": \"not_applicable\",\n  \"accept_adjustment\": null,\n  \"planning_mode\": \"full\"\n}\n\nprobe_canonical_major_pool_json:\n[\n  {\n    \"canonical_major_name\": \"阿拉伯语\"\n  },\n  {\n    \"canonical_major_name\": \"宝石及材料工艺学\"\n  },\n  {\n    \"canonical_major_name\": \"保加利亚语\"\n  },\n  {\n    \"canonical_major_name\": \"保险学\"\n  },\n  {\n    \"canonical_major_name\": \"波兰语\"\n  },\n  {\n    \"canonical_major_name\": \"材料成型及控制工程\"\n  },\n  {\n    \"canonical_major_name\": \"材料化学\"\n  },\n  {\n    \"canonical_major_name\": \"材料科学与工程\"\n  },\n  {\n    \"canonical_major_name\": \"材料类\"\n  },\n  {\n    \"canonical_major_name\": \"材料物理\"\n  },\n  {\n    \"canonical_major_name\": \"财务管理\"\n  },\n  {\n    \"canonical_major_name\": \"朝鲜语\"\n  },\n  {\n    \"canonical_major_name\": \"车辆工程\"\n  },\n  {\n    \"canonical_major_name\": \"城市地下空间工程\"\n  },\n  {\n    \"canonical_major_name\": \"道路桥梁与渡河工程\"\n  },\n  {\n    \"canonical_major_name\": \"德语\"\n  },\n  {\n    \"canonical_major_name\": \"电磁场与无线技术\"\n  },\n  {\n    \"canonical_major_name\": \"电气工程及其自动化\"\n  },\n  {\n    \"canonical_major_name\": \"电气工程及自动化\"\n  },\n  {\n    \"canonical_major_name\": \"电气工程与智能控制\"\n  },\n  {\n    \"canonical_major_name\": \"电信工程及管理\"\n  },\n  {\n    \"canonical_major_name\": \"电子封装技术\"\n  },\n  {\n    \"canonical_major_name\": \"电子科学与技术\"\n  },\n  {\n    \"canonical_major_name\": \"电子信息材料\"\n  },\n  {\n    \"canonical_major_name\": \"电子信息工程\"\n  },\n  {\n    \"canonical_major_name\": \"电子信息科学与技术\"\n  },\n  {\n    \"canonical_major_name\": \"电子信息类\"\n  },\n  {\n    \"canonical_major_name\": \"俄语\"\n  },\n  {\n    \"canonical_major_name\": \"儿科学\"\n  },\n  {\n    \"canonical_major_name\": \"法学\"\n  },\n  {\n    \"canonical_major_name\": \"法学类\"\n  },\n  {\n    \"canonical_major_name\": \"法语\"\n  },\n  {\n    \"canonical_major_name\": \"翻译\"\n  },\n  {\n    \"canonical_major_name\": \"放射医学\"\n  },\n  {\n    \"canonical_major_name\": \"芬兰语\"\n  },\n  {\n    \"canonical_major_name\": \"复合材料与工程\"\n  },\n  {\n    \"canonical_major_name\": \"高分子材料与工程\"\n  },\n  {\n    \"canonical_major_name\": \"给排水科学与工程\"\n  },\n  {\n    \"canonical_major_name\": \"工科试验班\"\n  },\n  {\n    \"canonical_major_name\": \"工商管理\"\n  },\n  {\n    \"canonical_major_name\": \"工商管理类\"\n  },\n  {\n    \"canonical_major_name\": \"工业设计\"\n  },\n  {\n    \"canonical_major_name\": \"功能材料\"\n  },\n  {\n    \"canonical_major_name\": \"光电信息材料与器件\"\n  },\n  {\n    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/ 央企","考研深造","考公 / 考编","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["985","211","双一流"],"selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure"},"system_prompt":"slot_rating is the authoritative Stage3 structured field for safe_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.\nadmission_rate must stay fixed to 保底 for every safe plan.\nUse slot_rating as the only structured ordering axis inside safe_pool.\nEvaluate all fields with strict evidence-bounded reasoning.\nOutput format:\n- Return a JSON object only.\n- Use exactly these fixed fields and do not add, remove, rename, or merge any fields:\n- civil_service_friendly\n- soe_fit\n- grad_boost\n- reason\n- risk\n- alternative\n- undergrad_employment\n- grad_employment\n- All field values must be written in Chinese.\n- Every field must contain substantive content.\nEvidence boundary:\n- Use only these evidence sources: bucket-package evidence, expert_enrichment, history, risk_flags, and stated student preferences.\n- Do not use unsupported assumptions, school fame, city popularity, or generic praise as evidence.\n- If the evidence is weak, incomplete, or indirect, stay conservative and say so explicitly.\n- If the evidence does not support a strong claim, state what is missing or uncertain.\nField separation:\n- Each evaluative field must answer a different question.\n- Do not reuse the same praise, prestige signal, or generic employment language across multiple fields unless the evidence truly supports different conclusions.\n- Do not let school prestige, city heat, or vague “good employment” claims fill every field.\n- Do not use broad positive filler to cover for weak evidence.\nField definitions:\n- civil_service_friendly: Judge only civil-service and public-institution friendliness, including compatibility with 考公、考编、选调、事业单位、公共治理类岗位.\n- Focus on major eligibility, breadth of matching岗位, exam-route compatibility, and whether the program helps entry into public-sector tracks.\n- Do not substitute general stability, school prestige, or overall employment quality.\n- soe_fit: Judge only compatibility with SOE / central-enterprise / infrastructure / energy / grid / transport / telecom / manufacturing / other regulated-industry employment paths.\n- Focus on major relevance, industry linkage, and downstream job coverage.\n- Do not equate this with generic “good employment”.\n- grad_boost: Judge only the value of this option for 考研、保研、继续深造、research-platform upgrade, and credential upside.\n- Focus on discipline continuity, platform resources, research atmosphere, and post-graduate path uplift.\n- “Can take graduate exams” alone is not sufficient evidence.\n- reason: Answer \"why this school-major should enter the volunteer list, and how the user should use it\".\n- reason 必须像给家长和学生看的决策说明，不要写成档位归类模板。\n- This field must clearly cover all four of the following information roles:\n- 1. 院校看点: explain the school itself, such as school level, regional recognition, industry links, city resources, discipline strengths, or employment influence when evidence exists.\n- 2. 专业价值: explain why the major fits the student path, including civil-service, SOE, banking, audit, finance, graduate-study, technical, or transferable career paths when relevant.\n- 3. 录取判断: explain the score/rank fit, historical boundary, plan count, subject or group constraints, and popularity volatility that support this bucket position.\n- 4. 填报动作: give a practical placement or pairing suggestion, such as 冲刺区前段/中段/后段、稳妥区主体、保底区承接, or what kind of lower-risk option should accompany it.\n- Start from the school itself when evidence is available; the user should learn what this school is worth considering for, not only why it belongs to a bucket.\n- Cite 1-2 concrete support signals when possible.\n- Do not write generic praise.\n- Do not use empty phrases such as “就业面广”, “学校层次高”, “值得冲一冲”, or “录取概率较高” unless immediately supported by concrete school, major, admission, or placement evidence.\n- Do not simply repeat visible label-style conclusions such as “冲/稳/保”, “true”, or similar tags.\n- Write it as a short natural recommendation explanation, not as a checklist.\n- risk: Answer \"what is the single biggest risk of this option\".\n- Be short, concrete, and direct.\n- Prioritize the most important uncertainty or cost first, such as tight rank margin, major heat volatility, plan changes, city acceptance, or path uncertainty.\n- Avoid generic filler unless tied to a specific trigger.\n- alternative: Provide a lower-risk alternative in the same direction.\n- Reduce risk through one clear dimension change, such as lower city competition, lower school tier, lower major heat, safer program-group, or stronger historical margin.\n- Do not jump to a completely different direction.\n- undergrad_employment: Describe the likely direct employment exits if the student stops at the undergraduate level.\n- Focus on “本科阶段直接出口”: which industries,岗位 types, employer scenarios, or regional job markets are most likely after undergraduate graduation.\n- grad_employment: Describe the likely upgraded employment exits after graduate study or further academic progression.\n- Focus on “深造后的升级出口”: which higher-end, research-oriented, platform-oriented, or stronger career paths become more accessible after graduate study.\n- It must not repeat undergrad_employment.\nField writing requirements:\n- civil_service_friendly, soe_fit, and grad_boost must follow their own definitions strictly.\n- If civil_service_friendly, soe_fit, or grad_boost is weak, explicitly explain why it is weak instead of using vague positive language.\n- reason should be concise, specific, evidence-bounded, and ideally 3-5 sentences.\n- risk should name the single biggest uncertainty first.\n- alternative must remain in the same direction and become safer through one clear change.\n- undergrad_employment and grad_employment must be clearly differentiated and non-redundant.\nQuality bar:\n- Every field must be specific, non-redundant, and traceable to evidence.\n- Prefer precise, caveated judgments over broad positive statements.\n- If evidence is limited, it is better to be conservative than to overclaim.\n\nYou are safe_pool 专属的高考志愿保底方案生成器。\n\nYou only process safe_pool candidates. You do not process reach_pool or match_pool.\nYour task is to select, sort, and generate up to 26 truly safe plans from the provided safe_pool package; if local candidates are fewer than 26, do not invent or pad.\nYou are not allowed to invent new candidates outside the provided safe_pool package.\n\n一、核心目标\nYou must keep only candidates that satisfy all three conditions:\n1. 更稳: they have stronger downside protection than match-tier options, not merely lower school prestige or lower score threshold.\n2. 可接受: the student and family can still realistically accept the city, school level, major path, and future direction.\n3. 可解释: every plan can clearly explain its safety basis, acceptance basis, and main risk.\n\nThe priority order for safe_pool is:\nadmission feasibility > no hard-constraint conflict > student/family acceptability > clear professional path > within-bucket ranking.\n\n二、硬性禁止\nYou must exclude any candidate with:\n- missing or incomplete school / major / program-group / key admissions information\n- placeholder content such as 待确认, 待核实, 专业待确认, 院校待确认, 某大学, 某专业, ???, ***\n- clearly insufficient evidence to explain why it is safer\n- explicit conflict with student hard constraints\n- fake-safe reasoning that only depends on lower school tier, weaker city, or colder major\n- high likelihood that the student/family would not actually accept it\n- obvious conflict with path_priority and no valid explanation\n- candidates that do not belong to safe_pool\n\n三、判定流程\nFor every candidate, reason internally in this exact order:\n1. admission feasibility judgment\n2. risk exclusion judgment\n3. acceptability judgment\n4. safety-value judgment\n5. within-bucket ordering\nDo not skip steps.\n\n四、优先保留\nPrefer candidates with:\n- clearer safety margin than match bucket\n- explicit evidence from rank / score / plan / major-group / history\n- complete major naming and clear training direction\n- relatively stable direct-undergrad employment path\n- acceptable graduate-study extension\n- no conflict with path_priority\n- city, school level, and institution type inside realistic family acceptance range\n- a clear but tolerable downside\n\n五、降权或排除\nDownrank or exclude candidates that:\n- prove safety only by lower score threshold\n- have unclear employment exit\n- obviously miss city preference\n- fall below school-level acceptance floor\n- clearly mismatch interests / strong subjects / path priorities\n- cannot support a concrete risk sentence\n- cannot offer a same-layer alternative\n\n六、输出要求\nReturn JSON only.\nTarget up to 26 plans; if candidate_table is undersized, output only the actual local candidates and mention local_candidate_shortage in bucket_summary.\nEvery plan.type must be exactly 保底.\nDo not output reach/match or other tier labels.\nDo not add schools or majors outside the provided safe_pool package.\nDo not invent score history, rank history, policies, or plan changes.\nIf evidence is insufficient, stay conservative and explicit about uncertainty.\n\n七、字段写法要求\nreason 必须像给家长和学生看的决策说明，不要写成“作为保底项……”这类档位归类模板。\n每条 reason 必须同时覆盖四类信息：\n1. 院校看点：说明学校本身值得看的地方，例如院校层次、区域认可度、行业资源、城市就业辐射、优势学科或平台价值；证据不足时要谨慎表达。\n2. 专业价值：说明该专业为什么匹配学生路径，例如考公、国企、银行、审计、财务、考研、技术岗或岗位迁移性。\n3. 录取判断：说明分数、位次、计划、历史边界、专业热度或专业组波动如何支撑其属于保底区。\n4. 填报动作：给出实际填报建议，例如作为保底区承接/底线项，是否保留，以及应搭配哪类同路径方案。\n不得空泛使用“就业面广”“学校层次高”“值得冲一冲”“录取概率较高”；如使用，必须紧跟具体院校、专业、录取或填报证据。\n\nrisk must be short, concrete, and focused on the main downside only.\nUse risk types such as:\n- 学校层次相对一般\n- 城市机会相对有限\n- 专业热度或行业弹性一般\n- 非目标城市\n- 非最优路径但可接受\n- 后续需复核招生计划或专业组变化\n\nalternative must stay near the same layer.\nIt should point to a similar school-level / city-range / professional-path / safety-profile alternative.\nDo not jump from safe items to obvious reach items.\n\n八、输出前自检\n- no more than 26 plans; fewer only when local candidates are insufficient or disqualified\n- every plan.type is exactly 保底\n- all plans come from safe_pool\n- no placeholders, no 待确认, no 待核实, no malformed major names\n- every plan explains why it is safer\n- every plan explains why it is still acceptable\n- every risk is concrete and non-generic\n- no fake-safe candidate justified only by lower score\n- no clear hard-constraint violation\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}","user_prompt":"请基于以下输入，只从 safe_pool 候选中生成 safe 桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 safe_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",\n    \"机械\",\n    \"材料\",\n    \"软件\",\n    \"人工智能\",\n    \"通信\",\n    \"金融\",\n    \"会计\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学\",\n    \"网络空间安全\"\n  ],\n  \"school_or_region_keywords\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受出省，故 province_scope 设为 national\",\n    \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n    \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n    \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n    \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n  ]\n}\n\n重点关注：hard constraints, soft avoid, high-risk reminders, preference keep, path priority interpretation\n\n三、safe 桶候选包 safe_bucket_package_json\n{\n  \"bucket_name\": \"safe_pool\",\n  \"candidate_table\": [\n    {\n      \"candidate_id\": \"local_fdb994808105\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43903，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0b2ed9648f0f\",\n      \"school\": \"吉林财经大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43742，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62d9928864ba\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42763，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e65b5238f460\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"网络空间安全(低空数据管理与安全)(低空经济专业群)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43846，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_442ccd304b01\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42758，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6952a530da77\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42646，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0c6a1212d2df\",\n      \"school\": \"青岛科技大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46059，计划 52\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_63500b027849\",\n      \"school\": \"新疆大学\",\n      \"major\": \"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46148，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6102dbffce50\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45143，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f6535afa2b79\",\n      \"school\": \"兰州交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45074，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_59d53627fde7\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46167，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b5a61bd4ba1\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 44899，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b5051ab27e25\",\n      \"school\": \"贵州医科大学\",\n      \"major\": \"临床医学(色弱、色盲、单色不能识别者不予录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48259，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947f9d231e51\",\n      \"school\": \"哈尔滨理工大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47118，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_23408b9022aa\",\n      \"school\": \"青海大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48219，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1eb134e2cc62\",\n      \"school\": \"安徽理工大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47053，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_703b51db369d\",\n      \"school\": \"南京工程学院\",\n      \"major\": \"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48275，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f125f4baffca\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 46998，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_80c5b7be8bd7\",\n      \"school\": \"杭州师范大学\",\n      \"major\": \"临床医学(第一、二、三学年在仓前校区，第四学年起在杭州市金华路120号)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49316，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_fd6984571d9e\",\n      \"school\": \"东北电力大学\",\n      \"major\": \"自动化(国际创新课程ICC项目)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50519，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb3e19cf1ef\",\n      \"school\": \"中北大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50527，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a2a3ed864976\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"数据科学与大数据技术(智能量化投资)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49324，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b38fd8d0fcf7\",\n      \"school\": \"沈阳建筑大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52929，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c7bd97616c21\",\n      \"school\": \"安徽师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52964，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0ce675df1333\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51789，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4873465eebd3\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51743，计划 3\",\n      \"risk_flags\": []\n    }\n  ],\n  \"bucket_pipeline\": {\n    \"ai_round_filter_applied\": true,\n    \"candidate_cards_count\": 26,\n    \"final_candidates_count\": 26,\n    \"slot_axis\": [\n      {\n        \"slot_rating\": \"slot_01\",\n        \"score_delta\": -21\n      },\n      {\n        \"slot_rating\": \"slot_02\",\n        \"score_delta\": -22\n      },\n      {\n        \"slot_rating\": \"slot_03\",\n        \"score_delta\": -23\n      },\n      {\n        \"slot_rating\": \"slot_04\",\n        \"score_delta\": -24\n      },\n      {\n        \"slot_rating\": \"slot_05\",\n        \"score_delta\": -25\n      },\n      {\n        \"slot_rating\": \"slot_06\",\n        \"score_delta\": -26\n      },\n      {\n        \"slot_rating\": \"slot_07\",\n        \"score_delta\": -27\n      },\n      {\n        \"slot_rating\": \"slot_08\",\n        \"score_delta\": -28\n      },\n      {\n        \"slot_rating\": \"slot_09\",\n        \"score_delta\": -29\n      },\n      {\n        \"slot_rating\": \"slot_10\",\n        \"score_delta\": -30\n      }\n    ],\n    \"slot_count\": 10,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_10\",\n    \"slot_rating_counts\": {},\n    \"final_slot_counts\": {},\n    \"final_available_slot_counts\": {},\n    \"round1\": {\n      \"kept\": 26,\n      \"downranked\": 0,\n      \"excluded\": 0\n    },\n    \"round2\": {\n      \"eligible\": 26,\n      \"high_risk\": 0,\n      \"excluded_by_constraints\": 0\n    },\n    \"round3\": {\n      \"ranked_count\": 26,\n      \"excluded_by_round3\": 0,\n      \"path_fit_summary\": [],\n      \"tradeoff_notes\": []\n    },\n    \"round4\": {\n      \"candidate_cards_count\": 26,\n      \"excluded_by_round4\": 0,\n      \"bucket_risk_notes\": [],\n      \"bucket_diversity_notes\": []\n    },\n    \"final_slot_notes\": []\n  },\n  \"ranked_candidates\": [\n    {\n      \"candidate_id\": \"local_fdb994808105\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43903，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0b2ed9648f0f\",\n      \"school\": \"吉林财经大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43742，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62d9928864ba\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42763，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e65b5238f460\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"网络空间安全(低空数据管理与安全)(低空经济专业群)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43846，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_442ccd304b01\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42758，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6952a530da77\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42646，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0c6a1212d2df\",\n      \"school\": \"青岛科技大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46059，计划 52\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_63500b027849\",\n      \"school\": \"新疆大学\",\n      \"major\": \"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46148，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6102dbffce50\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45143，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f6535afa2b79\",\n      \"school\": \"兰州交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45074，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_59d53627fde7\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46167，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b5a61bd4ba1\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 44899，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b5051ab27e25\",\n      \"school\": \"贵州医科大学\",\n      \"major\": \"临床医学(色弱、色盲、单色不能识别者不予录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48259，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947f9d231e51\",\n      \"school\": \"哈尔滨理工大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47118，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_23408b9022aa\",\n      \"school\": \"青海大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48219，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1eb134e2cc62\",\n      \"school\": \"安徽理工大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47053，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_703b51db369d\",\n      \"school\": \"南京工程学院\",\n      \"major\": \"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48275，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f125f4baffca\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 46998，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_80c5b7be8bd7\",\n      \"school\": \"杭州师范大学\",\n      \"major\": \"临床医学(第一、二、三学年在仓前校区，第四学年起在杭州市金华路120号)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49316，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_fd6984571d9e\",\n      \"school\": \"东北电力大学\",\n      \"major\": \"自动化(国际创新课程ICC项目)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50519，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb3e19cf1ef\",\n      \"school\": \"中北大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_08\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 572，位次 50527，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a2a3ed864976\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"数据科学与大数据技术(智能量化投资)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_07\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49324，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b38fd8d0fcf7\",\n      \"school\": \"沈阳建筑大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52929，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c7bd97616c21\",\n      \"school\": \"安徽师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52964，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0ce675df1333\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51789，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4873465eebd3\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51743，计划 3\",\n      \"risk_flags\": []\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"safe_pool\",\n      \"slice_engine\": \"safe_slice_v2_slot_axis\",\n      \"raw_rows\": 1211,\n      \"after_selection_requirements\": 1158,\n      \"after_semantic_keywords\": 256,\n      \"returned_count\": 256,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 600,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        570,\n        579\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 256,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 53,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 902,\n      \"source_tables\": [\n        \"admission_slice_index\"\n      ],\n      \"bucket_program_score_formula\": \"safety_strength_score*0.35 + acceptance_score*0.25 + evidence_quality_score*0.20 + official_match_score*0.15 - school_density_penalty*0.05\",\n      \"province\": \"山东\",\n      \"rank_used\": 25000,\n      \"score_used\": 600,\n      \"selected_subjects\": [\n        \"物理\",\n        \"化学\",\n        \"地理\"\n      ],\n      \"physical_slice_isolation\": true\n    },\n    \"candidate_table_count\": 26\n  },\n  \"data_boundary_notes\": [\n    \"本地数据只包含录取事实字段，不包含学习强度、就业压力等长期语义画像。\",\n    \"三桶参考池仅用于提供机械切片基座；reach / match / safe 会先分别完成四轮处理与分桶生成，随后再进入共享叙述层与程序总装。\",\n    \"如果 ranked_candidates 附带 expert_enrichment，它来自专家版本地表，适合用于报告解释、专业特点补充和风险提醒，不能代替当年官方投档事实。\",\n    \"最终填报仍必须核验山东省教育招生考试院、阳光志愿、院校招生章程、选科与体检限制。\"\n  ]\n}\n\n候选包可能包含：candidate_table.safe_pool, bucket_pipeline.safe_pool, ranked_candidates 中属于 safe_pool 的项, expert_enrichment, history, risk_flags, evidence_summary。\n你必须优先使用候选包中的证据进行判断。\n\n四、输出要求\n请输出 JSON only，结构如下：\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}\n\n硬性要求：plans 最多 26 条；如果候选包 candidate_table 少于该数量，只能输出实际本地候选，不得补造；每条 type 必须是“保底”；school 和 major 必须完整；reason 必须同时写清“院校看点 + 专业价值 + 录取判断 + 填报动作”；risk 必须短、具体；alternative 必须是相近替代方向；不允许输出任何 JSON 之外的内容。","canonical_request_json":{"body":{"model":"deepseek-chat","messages":[{"role":"system","content":"slot_rating is the authoritative Stage3 structured field for safe_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, rename, reassign, or reinterpret slot_rating.\n- You must not reassign slot_rating.\n- Use slot_rating directly when assigning round_score.\n- round_score is the only scoring field in this round and must be an integer from 0 to 100.\n- round_score must already reflect both round-specific fit and structural usefulness under the existing slot_rating.\n- Do not output any penalty field or any secondary keep score.\n- Do not treat smaller slot numbers as automatically better.\n- Do not treat larger slot numbers as automatically worse.\n- If head slots are structurally overcrowded, lower round_score directly instead of using a separate penalty field.\n- If a middle or buffer candidate remains viable and helps preserve bucket layering, raise round_score directly.\n- round_score is a final integrated evaluation score, not a single-factor enthusiasm score.\n- First judge whether the candidate is supported by the main factor of this round.\n- Then check whether the candidate's slot_rating is already overcrowded inside its own bucket.\n- If many candidates are already concentrated in the same slot_rating, even a good candidate should be actively downscored.\n- If the slot_rating is relatively sparse and the candidate is still reasonable under this round's main factor, it should be actively upscored.\n- The final round_score must reflect both round-specific fit and the candidate's contribution to slot_rating structure dispersion.\n- round_score must not ignore slot_rating density.\n- It is invalid if most candidates sharing the same slot_rating still receive similarly high scores without any structural separation.\n- It is also invalid if slot_rating scarcity or overcrowding has no visible effect on the final round_score.\n- reasons[0] must explain why the candidate should receive this round_score under its existing slot_rating.\n- reasons[1] must explain the round-specific fit or conflict.\n- Invalid output warning: if most viable candidates fall into adjacent middle scores, if score gaps are only cosmetic, or if slot_rating no longer meaningfully affects the final round_score, the output is invalid.\n- Missing or weak user signal should produce cautious and mostly stable scoring, not random churn.\n- You must not choose final submission order.\n- You must not invent candidates or cross-bucket comparisons.\nadmission_rate must stay fixed to 保底 for every safe plan.\nUse slot_rating as the only structured ordering axis inside safe_pool.\nEvaluate all fields with strict evidence-bounded reasoning.\nOutput format:\n- Return a JSON object only.\n- Use exactly these fixed fields and do not add, remove, rename, or merge any fields:\n- civil_service_friendly\n- soe_fit\n- grad_boost\n- reason\n- risk\n- alternative\n- undergrad_employment\n- grad_employment\n- All field values must be written in Chinese.\n- Every field must contain substantive content.\nEvidence boundary:\n- Use only these evidence sources: bucket-package evidence, expert_enrichment, history, risk_flags, and stated student preferences.\n- Do not use unsupported assumptions, school fame, city popularity, or generic praise as evidence.\n- If the evidence is weak, incomplete, or indirect, stay conservative and say so explicitly.\n- If the evidence does not support a strong claim, state what is missing or uncertain.\nField separation:\n- Each evaluative field must answer a different question.\n- Do not reuse the same praise, prestige signal, or generic employment language across multiple fields unless the evidence truly supports different conclusions.\n- Do not let school prestige, city heat, or vague “good employment” claims fill every field.\n- Do not use broad positive filler to cover for weak evidence.\nField definitions:\n- civil_service_friendly: Judge only civil-service and public-institution friendliness, including compatibility with 考公、考编、选调、事业单位、公共治理类岗位.\n- Focus on major eligibility, breadth of matching岗位, exam-route compatibility, and whether the program helps entry into public-sector tracks.\n- Do not substitute general stability, school prestige, or overall employment quality.\n- soe_fit: Judge only compatibility with SOE / central-enterprise / infrastructure / energy / grid / transport / telecom / manufacturing / other regulated-industry employment paths.\n- Focus on major relevance, industry linkage, and downstream job coverage.\n- Do not equate this with generic “good employment”.\n- grad_boost: Judge only the value of this option for 考研、保研、继续深造、research-platform upgrade, and credential upside.\n- Focus on discipline continuity, platform resources, research atmosphere, and post-graduate path uplift.\n- “Can take graduate exams” alone is not sufficient evidence.\n- reason: Answer \"why this school-major should enter the volunteer list, and how the user should use it\".\n- reason 必须像给家长和学生看的决策说明，不要写成档位归类模板。\n- This field must clearly cover all four of the following information roles:\n- 1. 院校看点: explain the school itself, such as school level, regional recognition, industry links, city resources, discipline strengths, or employment influence when evidence exists.\n- 2. 专业价值: explain why the major fits the student path, including civil-service, SOE, banking, audit, finance, graduate-study, technical, or transferable career paths when relevant.\n- 3. 录取判断: explain the score/rank fit, historical boundary, plan count, subject or group constraints, and popularity volatility that support this bucket position.\n- 4. 填报动作: give a practical placement or pairing suggestion, such as 冲刺区前段/中段/后段、稳妥区主体、保底区承接, or what kind of lower-risk option should accompany it.\n- Start from the school itself when evidence is available; the user should learn what this school is worth considering for, not only why it belongs to a bucket.\n- Cite 1-2 concrete support signals when possible.\n- Do not write generic praise.\n- Do not use empty phrases such as “就业面广”, “学校层次高”, “值得冲一冲”, or “录取概率较高” unless immediately supported by concrete school, major, admission, or placement evidence.\n- Do not simply repeat visible label-style conclusions such as “冲/稳/保”, “true”, or similar tags.\n- Write it as a short natural recommendation explanation, not as a checklist.\n- risk: Answer \"what is the single biggest risk of this option\".\n- Be short, concrete, and direct.\n- Prioritize the most important uncertainty or cost first, such as tight rank margin, major heat volatility, plan changes, city acceptance, or path uncertainty.\n- Avoid generic filler unless tied to a specific trigger.\n- alternative: Provide a lower-risk alternative in the same direction.\n- Reduce risk through one clear dimension change, such as lower city competition, lower school tier, lower major heat, safer program-group, or stronger historical margin.\n- Do not jump to a completely different direction.\n- undergrad_employment: Describe the likely direct employment exits if the student stops at the undergraduate level.\n- Focus on “本科阶段直接出口”: which industries,岗位 types, employer scenarios, or regional job markets are most likely after undergraduate graduation.\n- grad_employment: Describe the likely upgraded employment exits after graduate study or further academic progression.\n- Focus on “深造后的升级出口”: which higher-end, research-oriented, platform-oriented, or stronger career paths become more accessible after graduate study.\n- It must not repeat undergrad_employment.\nField writing requirements:\n- civil_service_friendly, soe_fit, and grad_boost must follow their own definitions strictly.\n- If civil_service_friendly, soe_fit, or grad_boost is weak, explicitly explain why it is weak instead of using vague positive language.\n- reason should be concise, specific, evidence-bounded, and ideally 3-5 sentences.\n- risk should name the single biggest uncertainty first.\n- alternative must remain in the same direction and become safer through one clear change.\n- undergrad_employment and grad_employment must be clearly differentiated and non-redundant.\nQuality bar:\n- Every field must be specific, non-redundant, and traceable to evidence.\n- Prefer precise, caveated judgments over broad positive statements.\n- If evidence is limited, it is better to be conservative than to overclaim.\n\nYou are safe_pool 专属的高考志愿保底方案生成器。\n\nYou only process safe_pool candidates. You do not process reach_pool or match_pool.\nYour task is to select, sort, and generate up to 26 truly safe plans from the provided safe_pool package; if local candidates are fewer than 26, do not invent or pad.\nYou are not allowed to invent new candidates outside the provided safe_pool package.\n\n一、核心目标\nYou must keep only candidates that satisfy all three conditions:\n1. 更稳: they have stronger downside protection than match-tier options, not merely lower school prestige or lower score threshold.\n2. 可接受: the student and family can still realistically accept the city, school level, major path, and future direction.\n3. 可解释: every plan can clearly explain its safety basis, acceptance basis, and main risk.\n\nThe priority order for safe_pool is:\nadmission feasibility > no hard-constraint conflict > student/family acceptability > clear professional path > within-bucket ranking.\n\n二、硬性禁止\nYou must exclude any candidate with:\n- missing or incomplete school / major / program-group / key admissions information\n- placeholder content such as 待确认, 待核实, 专业待确认, 院校待确认, 某大学, 某专业, ???, ***\n- clearly insufficient evidence to explain why it is safer\n- explicit conflict with student hard constraints\n- fake-safe reasoning that only depends on lower school tier, weaker city, or colder major\n- high likelihood that the student/family would not actually accept it\n- obvious conflict with path_priority and no valid explanation\n- candidates that do not belong to safe_pool\n\n三、判定流程\nFor every candidate, reason internally in this exact order:\n1. admission feasibility judgment\n2. risk exclusion judgment\n3. acceptability judgment\n4. safety-value judgment\n5. within-bucket ordering\nDo not skip steps.\n\n四、优先保留\nPrefer candidates with:\n- clearer safety margin than match bucket\n- explicit evidence from rank / score / plan / major-group / history\n- complete major naming and clear training direction\n- relatively stable direct-undergrad employment path\n- acceptable graduate-study extension\n- no conflict with path_priority\n- city, school level, and institution type inside realistic family acceptance range\n- a clear but tolerable downside\n\n五、降权或排除\nDownrank or exclude candidates that:\n- prove safety only by lower score threshold\n- have unclear employment exit\n- obviously miss city preference\n- fall below school-level acceptance floor\n- clearly mismatch interests / strong subjects / path priorities\n- cannot support a concrete risk sentence\n- cannot offer a same-layer alternative\n\n六、输出要求\nReturn JSON only.\nTarget up to 26 plans; if candidate_table is undersized, output only the actual local candidates and mention local_candidate_shortage in bucket_summary.\nEvery plan.type must be exactly 保底.\nDo not output reach/match or other tier labels.\nDo not add schools or majors outside the provided safe_pool package.\nDo not invent score history, rank history, policies, or plan changes.\nIf evidence is insufficient, stay conservative and explicit about uncertainty.\n\n七、字段写法要求\nreason 必须像给家长和学生看的决策说明，不要写成“作为保底项……”这类档位归类模板。\n每条 reason 必须同时覆盖四类信息：\n1. 院校看点：说明学校本身值得看的地方，例如院校层次、区域认可度、行业资源、城市就业辐射、优势学科或平台价值；证据不足时要谨慎表达。\n2. 专业价值：说明该专业为什么匹配学生路径，例如考公、国企、银行、审计、财务、考研、技术岗或岗位迁移性。\n3. 录取判断：说明分数、位次、计划、历史边界、专业热度或专业组波动如何支撑其属于保底区。\n4. 填报动作：给出实际填报建议，例如作为保底区承接/底线项，是否保留，以及应搭配哪类同路径方案。\n不得空泛使用“就业面广”“学校层次高”“值得冲一冲”“录取概率较高”；如使用，必须紧跟具体院校、专业、录取或填报证据。\n\nrisk must be short, concrete, and focused on the main downside only.\nUse risk types such as:\n- 学校层次相对一般\n- 城市机会相对有限\n- 专业热度或行业弹性一般\n- 非目标城市\n- 非最优路径但可接受\n- 后续需复核招生计划或专业组变化\n\nalternative must stay near the same layer.\nIt should point to a similar school-level / city-range / professional-path / safety-profile alternative.\nDo not jump from safe items to obvious reach items.\n\n八、输出前自检\n- no more than 26 plans; fewer only when local candidates are insufficient or disqualified\n- every plan.type is exactly 保底\n- all plans come from safe_pool\n- no placeholders, no 待确认, no 待核实, no malformed major names\n- every plan explains why it is safer\n- every plan explains why it is still acceptable\n- every risk is concrete and non-generic\n- no fake-safe candidate justified only by lower score\n- no clear hard-constraint violation\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}"},{"role":"user","content":"请基于以下输入，只从 safe_pool 候选中生成 safe 桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 safe_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",\n    \"机械\",\n    \"材料\",\n    \"软件\",\n    \"人工智能\",\n    \"通信\",\n    \"金融\",\n    \"会计\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学\",\n    \"网络空间安全\"\n  ],\n  \"school_or_region_keywords\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受出省，故 province_scope 设为 national\",\n    \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n    \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n    \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n    \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n  ]\n}\n\n重点关注：hard constraints, soft avoid, high-risk reminders, preference keep, path priority interpretation\n\n三、safe 桶候选包 safe_bucket_package_json\n{\n  \"bucket_name\": \"safe_pool\",\n  \"candidate_table\": [\n    {\n      \"candidate_id\": \"local_fdb994808105\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43903，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0b2ed9648f0f\",\n      \"school\": \"吉林财经大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43742，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62d9928864ba\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42763，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e65b5238f460\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"网络空间安全(低空数据管理与安全)(低空经济专业群)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 578，位次 43846，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_442ccd304b01\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42758，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6952a530da77\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 579，位次 42646，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0c6a1212d2df\",\n      \"school\": \"青岛科技大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46059，计划 52\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_63500b027849\",\n      \"school\": \"新疆大学\",\n      \"major\": \"软件工程(数学单科成绩不低于90分；国家级一流本科专业；含1个俄语言特色班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46148，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6102dbffce50\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"会计学(ACCA国际注册会计师方向)(除基础学费外，另外单独收取课程培训费1.2万元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45143，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f6535afa2b79\",\n      \"school\": \"兰州交通大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 45074，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_59d53627fde7\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、工学学士学位证书和英国牛津布鲁克斯大学计算机科学理学学士学位证书；不能准确在显示器上识别红、黄、绿、兰、紫各颜色中任何一种颜色的数码、字母者不能录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_04\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 576，位次 46167，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b5a61bd4ba1\",\n      \"school\": \"成都理工大学\",\n      \"major\": \"会计学(中外合作办学)(4+0模式，成都校区就读；无英语单科要求，全英文小班授课；毕业颁发成都理工大学本科毕业证书、管理学学士学位证书和英国牛津布鲁克斯大学会计学理学学士学位证书)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_03\",\n      \"slot_label\": \"上沿\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 577，位次 44899，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b5051ab27e25\",\n      \"school\": \"贵州医科大学\",\n      \"major\": \"临床医学(色弱、色盲、单色不能识别者不予录取)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48259，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_947f9d231e51\",\n      \"school\": \"哈尔滨理工大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47118，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_23408b9022aa\",\n      \"school\": \"青海大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48219，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1eb134e2cc62\",\n      \"school\": \"安徽理工大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 47053，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_703b51db369d\",\n      \"school\": \"南京工程学院\",\n      \"major\": \"电气工程及其自动化(中外合作办学)(与英国诺森比亚大学“3+1”双学位培养模式)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_06\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 574，位次 48275，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f125f4baffca\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖人才培养基地。第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_05\",\n      \"slot_label\": \"主体\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 575，位次 46998，计划 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\"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 573，位次 49324，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b38fd8d0fcf7\",\n      \"school\": \"沈阳建筑大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52929，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c7bd97616c21\",\n      \"school\": \"安徽师范大学\",\n      \"major\": \"电子信息工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_10\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 570，位次 52964，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0ce675df1333\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51789，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4873465eebd3\",\n      \"school\": \"华东交通大学\",\n      \"major\": \"软件工程(软件开发技术)(第1年在进贤教学点就读，后3年在校本部就读)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_09\",\n      \"slot_label\": \"缓冲\",\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 571，位次 51743，计划 3\",\n      \"risk_flags\": []\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"safe_pool\",\n      \"slice_engine\": \"safe_slice_v2_slot_axis\",\n      \"raw_rows\": 1211,\n      \"after_selection_requirements\": 1158,\n      \"after_semantic_keywords\": 256,\n      \"returned_count\": 256,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 600,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        570,\n        579\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 256,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 53,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 902,\n      \"source_tables\": [\n        \"admission_slice_index\"\n      ],\n      \"bucket_program_score_formula\": \"safety_strength_score*0.35 + acceptance_score*0.25 + evidence_quality_score*0.20 + official_match_score*0.15 - school_density_penalty*0.05\",\n      \"province\": \"山东\",\n      \"rank_used\": 25000,\n      \"score_used\": 600,\n      \"selected_subjects\": [\n        \"物理\",\n        \"化学\",\n        \"地理\"\n      ],\n      \"physical_slice_isolation\": true\n    },\n    \"candidate_table_count\": 26\n  },\n  \"data_boundary_notes\": [\n    \"本地数据只包含录取事实字段，不包含学习强度、就业压力等长期语义画像。\",\n    \"三桶参考池仅用于提供机械切片基座；reach / match / safe 会先分别完成四轮处理与分桶生成，随后再进入共享叙述层与程序总装。\",\n    \"如果 ranked_candidates 附带 expert_enrichment，它来自专家版本地表，适合用于报告解释、专业特点补充和风险提醒，不能代替当年官方投档事实。\",\n    \"最终填报仍必须核验山东省教育招生考试院、阳光志愿、院校招生章程、选科与体检限制。\"\n  ]\n}\n\n候选包可能包含：candidate_table.safe_pool, bucket_pipeline.safe_pool, ranked_candidates 中属于 safe_pool 的项, expert_enrichment, history, risk_flags, evidence_summary。\n你必须优先使用候选包中的证据进行判断。\n\n四、输出要求\n请输出 JSON only，结构如下：\n{\n  \"bucket_summary\": \"string\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"string\",\n      \"major\": \"string\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"string\",\n      \"soe_fit\": \"string\",\n      \"grad_boost\": \"string\",\n      \"reason\": \"string\",\n      \"risk\": \"string\",\n      \"alternative\": \"string\",\n      \"undergrad_employment\": \"string\",\n      \"grad_employment\": \"string\"\n    }\n  ]\n}\n\n硬性要求：plans 最多 26 条；如果候选包 candidate_table 少于该数量，只能输出实际本地候选，不得补造；每条 type 必须是“保底”；school 和 major 必须完整；reason 必须同时写清“院校看点 + 专业价值 + 录取判断 + 填报动作”；risk 必须短、具体；alternative 必须是相近替代方向；不允许输出任何 JSON 之外的内容。"}],"max_tokens":16384,"temperature":0.7,"response_format":{"type":"json_object"}},"model":"deepseek-chat","endpoint":"https://api.deepseek.com/chat/completions","provider":"DeepSeek","requestKind":"guided_safe_pool_report_generate"},"actual_provider":"DeepSeek","actual_model":"deepseek-chat","used_repair_pass":false,"repair_attempt_count":0,"status":"success","error_code":null,"error_message":null,"created_at":"2026-05-18T22:36:34+00:00","completed_at":"2026-05-18T14:38:05.488+00:00","updated_at":"2026-05-18T22:38:05+00:00"},"events":[{"id":15,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_created","status_before":null,"status_after":"pending","stage_before":null,"stage_after":"created","message":"Report record created","payload_json":{"formMode":null,"province":"山东","subjectType":"物理、化学、地理"},"created_at":"2026-05-18T22:24:26+00:00","payload":{"formMode":null,"province":"山东","subjectType":"物理、化学、地理"}},{"id":16,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_queued","status_before":"pending","status_after":"pending","stage_before":"created","stage_after":"queued","message":"Report queued","payload_json":{"errorCode":null,"errorMessage":null,"lastErrorStage":null},"created_at":"2026-05-18T22:24:26+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":17,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_job_enqueued","status_before":"pending","status_after":"pending","stage_before":"queued","stage_after":"queued","message":"Report job enqueued","payload_json":{"source":"generate_request","status":"queued","queueName":"report_generation","maxAttempts":3},"created_at":"2026-05-18T22:24:26+00:00","payload":{"source":"generate_request","status":"queued","queueName":"report_generation","maxAttempts":3}},{"id":18,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_job_started","status_before":"pending","status_after":"pending","stage_before":"queued","stage_after":"queued","message":"Report job started","payload_json":{"source":"after_response","status":"running","maxAttempts":3,"attemptCount":1},"created_at":"2026-05-18T22:24:26+00:00","payload":{"source":"after_response","status":"running","maxAttempts":3,"attemptCount":1}},{"id":19,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"generation_started","status_before":"pending","status_after":"pending","stage_before":"queued","stage_after":"generating","message":"Report generation started","payload_json":{"errorCode":null,"errorMessage":null,"lastErrorStage":null},"created_at":"2026-05-18T22:24:26+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":20,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"post_processing_started","status_before":"pending","status_after":"pending","stage_before":"generating","stage_after":"post_processing","message":"Report post processing started","payload_json":{"errorCode":null,"errorMessage":null,"lastErrorStage":null},"created_at":"2026-05-18T22:38:05+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":21,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_content_saved","status_before":"pending","status_after":"pending","stage_before":"post_processing","stage_after":"post_processing","message":"Report content saved","payload_json":{"hasContent":true},"created_at":"2026-05-18T22:38:05+00:00","payload":{"hasContent":true}},{"id":22,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_completed","status_before":"pending","status_after":"success","stage_before":"post_processing","stage_after":"completed","message":"Report generation completed","payload_json":{"errorCode":null,"errorMessage":null,"lastErrorStage":null},"created_at":"2026-05-18T22:38:05+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":23,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","event_type":"report_job_succeeded","status_before":"success","status_after":"success","stage_before":"completed","stage_after":"completed","message":"Report job completed","payload_json":{"status":"success","attemptCount":1},"created_at":"2026-05-18T22:38:05+00:00","payload":{"status":"success","attemptCount":1}}],"aiCallLogs":[{"id":1,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"user_profile_major_space_plan","system_prompt_excerpt":"You are the user_profile_major_space_plan engine for a Chinese gaokao guided report.\nYou may only choose canonical_major_name values that already exist in probe_canonical_major_pool_json.\nYou must not output executable keywords, SQL, candidate rows, or candidate_id values.\nReturn strict JSON only.\nRequired shape:\n{\n  \"selected_canonical_majors\": [{ \"canonical_major_name\": \"string\", \"confidence\": 0.82, \"reason_zh\": \"string\" }],\n  \"profile_summary_zh\": \"string\"\n}\nKeep the order meaningful because downstream code preserves your order.\nReturn at most top 15 selected_canonical_majors.","user_prompt_excerpt":"student_form_json:\n{\n  \"province\": \"山东\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"student_name\": \"测试01\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"selected_subjects\": [\n    \"物理\",\n    \"化学\",\n    \"地理\"\n  ],\n  \"gender\": \"男\",\n  \"accept_out_province\": true,\n  \"prefer_home_province\": \"unsure\",\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"decision_maker\": \"学生\",\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"subject_type\": \"物理、化学、地理\",\n  \"adjustment_policy\": \"not_applicable\",\n  \"accept_adjustment\": null,\n  \"planning_mode\": \"full\"\n}\n\nprobe_canonical_major_pool_json:\n[\n  {\n    \"canonical_major_name\": \"阿拉伯语\"\n  },\n  {\n    \"canonical_major_name\": \"宝石及材料工艺学\"\n  },\n  {\n    \"canonical_major_name\": \"保加利亚语\"\n  },\n  {\n    \"canonical_major_name\": \"保险学\"\n  },\n  {\n    \"canonical_major_name\": \"波兰语\"\n  },\n  {\n    \"canonical_major_name\": \"材料成型及控制工程\"\n  },\n  {\n    \"canonical_major_name\": \"材料化学\"\n  },\n  {\n    \"canonical_major_name\": \"材料科学与工程\"\n  },\n  {\n    \"canonical_major_name\": \"材料类\"\n  },\n  {\n    \"canonical_major_name\": \"材料物理\"\n  },\n  {\n    \"canonical_major_name\": \"财...","raw_response_excerpt":"{\n  \"selected_canonical_majors\": [\n    {\n      \"canonical_major_name\": \"计算机科学与技术\",\n      \"confidence\": 0.95,\n      \"reason_zh\": \"学生选考物理化学，数学英语强，偏好国企/央企和考研，计算机专业就业面广，符合高薪和稳定需求。\"\n    },\n    {\n      \"canonical_major_name\": \"电气工程及其自动化\",\n      \"confidence\": 0.90,\n      \"reason_zh\": \"物理化学强项，国企/央企需求大，电气专业对口国家电网等央企，稳定性高。\"\n    },\n    {\n      \"canonical_major_name\": \"电子信息工程\",\n      \"confidence\": 0.85,\n      \"reason_zh\": \"物理化学基础好，电子信息类就业前景好，可进国企或考研深造。\"\n    },\n    {\n      \"canonical_major_name\": \"自动化\",\n      \"confidence\": 0.85,\n      \"reason_zh\": \"物理化学强项，自动化专业应用广泛，国企和考研方向均适合。\"\n    },\n    {\n      \"canonical_major_name\": \"机械设计制造及其自动化\",\n      \"confidence\": 0.80,\n      \"reason_zh\": \"物理化学强，机械专业在国企需求大，且可考研提升。\"\n    },\n    {\n      \"canonical_major_name\": \"材料科学与工程\",\n      \"confidence\": 0.75,\n      \"reason_zh\": \"化学强项，材料专业在国企和考研方向有优势，但需注意就业面相对窄。\"\n    },\n    {\n      \"canonical_major_name\": \"软件工程\",\n      \"confidence\": 0.80,\n      \"reason_zh\": \"数学英语强，软件工程高薪且可进互联网大厂，但优先级低于国企偏好。\"\n    },\n    {\n      \"canonical_major_name\": \"人工智能\",\n      \"confidence\": 0.75,\n      \"reason_zh\": \"新兴热门，物理数学强，但竞争激烈，适合考研深造。\"\n    },\n    {\n      \"canonical_major_name\": \"通信工程\",\n      \"confidence\": 0.75,\n      \"reason_zh\": \"物理强，通信行业国企多，如...","duration_ms":12041,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:24:38+00:00"},{"id":2,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_semantic_query_plan","system_prompt_excerpt":"You are a query-planning engine for a Chinese gaokao admissions product.\n\nYour task is not to recommend schools.\nYour task is to translate a student form into machine-usable retrieval and filtering intent.\n\nThe local dataset only contains factual admissions fields such as school name, major name, score, rank, subject requirements, school location, year, and plan count.\nTherefore, any semantic preference such as study intensity, career pressure, graduate-study burden, stability, or family fit must be compiled into major-name keywords and caution rules that can be used against those factual fields.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"semantic_query_plan\": {\n    \"hard_exclude_major_keywords\": [\"string\"],\n    \"soft_avoid_major_keywords\": [\"string\"],\n    \"risk_reminder_keywords\": [\"string\"],\n    \"preferred_major_keywords\": [\"string\"],\n    \"school_or_region_keywords\": [\"string\"],\n    \"query_strategy\": {\n      \"province_scope\": \"home_only|national|unclear\",\n      \"rank_window\": \"narrow|normal|wide\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\"string\"]\n  }\n}\n\nRules:\n- hard_exclude, soft_avoid, and risk_reminder are downstream review signals onl...","user_prompt_excerpt":"Build a semantic query plan for the following guided report form.\n\nstudent_form_json:\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nOutput strict JSON only.","raw_response_excerpt":"{\n  \"semantic_query_plan\": {\n    \"hard_exclude_major_keywords\": [],\n    \"soft_avoid_major_keywords\": [],\n    \"risk_reminder_keywords\": [],\n    \"preferred_major_keywords\": [\"计算机\", \"电气\", \"电子信息\", \"自动化\", \"机械\", \"材料\", \"软件\", \"人工智能\", \"通信\", \"金融\", \"会计\", \"法学\", \"临床医学\", \"数据科学\", \"网络空间安全\"],\n    \"school_or_region_keywords\": [\"985\", \"211\", \"双一流\"],\n    \"query_strategy\": {\n      \"province_scope\": \"national\",\n      \"rank_window\": \"normal\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\n      \"学生明确接受出省，故 province_scope 设为 national\",\n      \"学生偏好985/211/双一流，但未明确拒绝其他学校，故 school_or_region_keywords 仅作为偏好，不硬性过滤\",\n      \"学生职业路径优先国企/央企和考研深造，但未明确拒绝高强度或高压力专业，故不设置 hard_exclude 或 soft_avoid\",\n      \"学生无特殊医学或兴趣限制，故不添加风险提醒\",\n      \"preferred_major_keywords 基于 profile_summary 中的推荐专业，使用短关键词便于匹配\"\n    ]\n  }\n}","duration_ms":3895,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:24:42+00:00"},{"id":3,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_geo_slice","system_prompt_excerpt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for geography acceptance and region-boundary judgment.\n\nThis Stage3 round focuses on geography preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  ...","user_prompt_excerpt":"Build the stage3 geo slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"geo_preference\": {\n    \"target_city\": null,\n    \"accept_out_province\": true,\n    \"prefer_home_province\": \"unsure\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only geography preference alignment for the current candidate set.\",\n  \"use_rule\": \"Geo scoring should react strongly only to explicit city/province signals, and stay conservative when the student only shows mild location preference.\",\n  \"fields\": [\n    {\n      \"field\": \"province\",\n      \"value\": \"山东\",\n      \"value_present\": true,\n      \"meaning\": \"student home province...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"round_score\": 85,\n      \"reasons\": [\n        \"slot_16 in reach_pool, structurally useful as a buffer slot; home province (山东) aligns with soft preference.\",\n        \"Home province candidate with geo:home_province tag; prefer_home_province is unsure but provides slight stability.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_fe1aee359031\",\n      \"round_score\": 70,\n      \"reasons\": [\n        \"slot_14 in reach_pool, moderate structural position; outside province but acceptable.\",\n        \"Outside province candidate with geo:outside_preferred_region; accept_out_province is true, no conflict.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_4ca40d09bb1c\",\n      \"round_score\": 65,\n      \"reasons\": [\n        \"slot_16 in reach_pool, buffer slot; outside province, no strong geo signal.\",\n        \"Outside province candidate; accept_out_province true, but no home province bonus.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_3b5f0ff56e00\",\n      \"round_score\": 68,\n      \"reasons\": [\n        \"slot_15 in reach_pool, near buffer; outside province, acceptable.\",\n        \"Outside province candidate; no ex...","duration_ms":121348,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:26:44+00:00"},{"id":4,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_platform_slice","system_prompt_excerpt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for school-platform preference judgment.\n\nThis Stage3 round focuses on school-platform preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n  }\n}\n\nRul...","user_prompt_excerpt":"Build the stage3 platform slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"platform_preference\": {\n    \"school_preference\": [\n      \"985\",\n      \"211\",\n      \"双一流\"\n    ],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only school-platform preference, not the final admission value of the candidate.\",\n  \"use_rule\": \"Platform scoring should be mild unless the user clearly names school-platform preferences.\",\n  \"fields\": [\n    {...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_f681d25340fc\",\n      \"round_score\": 85,\n      \"reasons\": [\n        \"slot_01 in reach_pool, head slot with 211 tag, structurally valuable for layering.\",\n        \"Platform tag 211 aligns with user preference for 211 schools.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"round_score\": 82,\n      \"reasons\": [\n        \"slot_02 in reach_pool, 211 tag, good structural position.\",\n        \"Platform tag 211 aligns with user preference.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_bb95d458fd07\",\n      \"round_score\": 40,\n      \"reasons\": [\n        \"slot_03 in reach_pool, but only public tag, no tier tag.\",\n        \"Lacks 985/211/double_first_class tag, weak platform fit.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"round_score\": 78,\n      \"reasons\": [\n        \"slot_04 in reach_pool, 211 tag, structurally useful.\",\n        \"Platform tag 211 aligns with user preference.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n      \"round_score\": 75,\n      \"reasons\": [\n        \"slot_05 in reach_pool, double_first_class tag, moderate structural value.\",\n        \"Plat...","duration_ms":116141,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:28:40+00:00"},{"id":5,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_path_slice","system_prompt_excerpt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for major-path and future-path preference judgment.\n\nThis Stage3 round focuses on path-priority preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"string\"]\n ...","user_prompt_excerpt":"Build the stage3 path slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"国企 / 央企\",\n      \"考研深造\",\n      \"考公 / 考编\",\n      \"本科直接就业\",\n      \"市场化高薪\"\n    ],\n    \"selected_canonical_majors\": [\n      \"计算机科学与技术\",\n      \"电气工程及其自动化\",\n      \"电子信息工程\",\n      \"自动化\",\n      \"机械设计制造及其自动化\",\n      \"材料科学与工程\"\n    ],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judg...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_f681d25340fc\",\n      \"round_score\": 40,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score lowered to maintain structural dispersion.\",\n        \"Major 材料科学与工程 is not in the student's selected canonical majors; path alignment weak.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"round_score\": 55,\n      \"reasons\": [\n        \"slot_02 in reach_pool is moderately crowded; score adjusted for structural balance.\",\n        \"Major 机械设计制造及其自动化 is in selected canonical majors; path alignment moderate.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_79d5aefd3fff\",\n      \"round_score\": 50,\n      \"reasons\": [\n        \"slot_03 in reach_pool is moderately crowded; score adjusted.\",\n        \"Major 通信工程 is in selected canonical majors; path alignment moderate.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_04 in reach_pool is moderately crowded; score adjusted.\",\n        \"Major 人工智能 is in selected canonical majors; path alignment good.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n      \"round_sc...","duration_ms":116963,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:30:37+00:00"},{"id":6,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-guided-grounding-v1","request_kind":"guided_stage3_burden_slice","system_prompt_excerpt":"You are a senior gaokao admissions counselor serving Shandong New Gaokao students.\nYou are experienced in evaluating candidate school-major options with score/rank context, admissions evidence, student preference boundaries, and risk control.\nYou are currently participating in the Guided gaokao planning workflow at Stage3.\nIn this call, you are responsible only for burden, restriction, and risk-boundary judgment.\n\nThis Stage3 round focuses on burden and restriction preference.\nThis is a single-dimension scoring step inside the Guided workflow.\nYou do not re-bucket candidates. You do not generate new candidates. You do not select final schools. You do not output final submission order.\nYour only job is to score the provided candidate cards for this single dimension while respecting their existing slot_rating structure, and to return reusable report material.\n\nReturn strict JSON only.\n\nRequired JSON shape:\n{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"string\",\n      \"round_score\": 0,\n      \"reasons\": [\"string\"]\n    }\n  ],\n  \"report_material\": {\n    \"round_summary\": \"string\",\n    \"preferred_signals\": [\"string\"],\n    \"caution_signals\": [\"string\"],\n    \"user_visible_advice\": [\"...","user_prompt_excerpt":"Build the stage3 burden slice plan.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"山东\",\n    \"score\": \"600\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"burden_and_constraints\": {\n    \"accept_intensive\": true,\n    \"willing_graduate\": true,\n    \"medical_notes\": null,\n    \"special_notes\": null,\n    \"risk_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"电气工程及其自动化\",\n    \"电子信息工程\",\n    \"自动化\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"软件工程\",\n    \"人工智能\",\n    \"通信工程\",\n    \"金融学\",\n    \"会计学\",\n    \"法学\",\n    \"临床医学\",\n    \"数据科学与大数据技术\",\n    \"网络空间安全\"\n  ],\n  \"profile_summary_zh\": \"该生为山东理科男生，选考物理、化学、地理，总分600分，位次25000，数学、英语、物理、化学为优势科目。职业路径优先国企/央企和考研深造，偏好985/211/双一流高校，可接受出省就读。建议优先选择计算机、电气、电子信息等工科专业，兼顾稳定与高薪，同时可考虑金融、会计等经管类专业作为备选。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only burden and restriction compatibility, including intensity, graduate dependency, and explicit physical or personal constraints.\",...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_041af26a8783\",\n      \"round_score\": 70,\n      \"reasons\": [\n        \"slot_01 in reach_pool is sparse; candidate helps maintain head slot structure.\",\n        \"金融学 has burden:unknown, no conflict with accept_intensive=true.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_e96e67d46d03\",\n      \"round_score\": 70,\n      \"reasons\": [\n        \"slot_02 in reach_pool is sparse; candidate helps maintain head slot structure.\",\n        \"机械设计制造及其自动化 has burden:unknown, no conflict with accept_intensive=true.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_79d5aefd3fff\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_03 in reach_pool is sparse; candidate helps maintain head slot structure.\",\n        \"通信工程 has burden:intensive:medium, which is acceptable given accept_intensive=true.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_750d82b754e3\",\n      \"round_score\": 70,\n      \"reasons\": [\n        \"slot_04 in reach_pool is sparse; candidate helps maintain head slot structure.\",\n        \"人工智能 has burden:unknown, no conflict with accept_intensive=true.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_75e741248f89\",\n    ...","duration_ms":113108,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:32:30+00:00"},{"id":7,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_reach_pool_report_generate","system_prompt_excerpt":"slot_rating is the authoritative Stage3 structured field for reach_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify,...","user_prompt_excerpt":"请基于以下输入，只从 reach_pool 候选中生成 reach 冲刺桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 reach_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"...","raw_response_excerpt":"{\n  \"bucket_summary\": \"基于山东考生600分/位次25000的reach_pool候选包，共20个候选，全部保留作为冲刺方案。候选覆盖slot_01至slot_16，包含211、双一流及行业特色院校，专业集中在计算机、电气、机械、金融、法学等与考生路径（国企/央企、考研、考公）匹配的方向。所有候选均有历史位次依据，风险可控，适合作为志愿表上沿探索。\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"东北大学秦皇岛分校\",\n      \"major\": \"通信工程(中外合作办学)(合作院校为澳大利亚悉尼科技大学)\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"通信工程专业在考公中岗位较少，主要面向工信、通信管理等少数部门，竞争激烈，考编优势一般。\",\n      \"soe_fit\": \"通信工程毕业生可进入三大运营商、国家电网、中国电子等央企，从事网络规划、通信系统运维，国企就业渠道较广。\",\n      \"grad_boost\": \"中外合作办学模式便于申请海外硕士，悉尼科技大学在通信领域有较强实力，考研国内985/211也有一定基础。\",\n      \"reason\": \"东北大学秦皇岛分校是985高校，在山东认可度高，中外合作办学项目与悉尼科技大学合作，通信工程专业就业前景好。考生位次25000，历史最低位次23030，差距约2000位，属于合理冲刺范围。建议放在冲刺区前段，若家庭经济条件允许，可作为985平台的重要尝试。\",\n      \"risk\": \"中外合作办学学费较高，需评估家庭经济承受能力；历史位次差距约2000位，录取不确定性较大。\",\n      \"alternative\": \"可考虑东北大学秦皇岛分校其他非中外合作专业，或同层次211高校通信工程专业。\",\n      \"undergrad_employment\": \"本科毕业可进入通信设备商（华为、中兴）、运营商（移动、电信）从事技术或运维岗位，也可考取通信相关公务员。\",\n      \"grad_employment\": \"深造后可进入通信行业研发中心、高校科研院所，或进入金融、互联网行业从事数据通信、算法岗位，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"金融学专业可报考财政、税务、金融监管、发改委等岗位，岗位数量较多，考公路径通畅。\",\n      ...","duration_ms":74252,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:33:45+00:00"},{"id":8,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_match_pool_report_generate","system_prompt_excerpt":"slot_rating is the authoritative Stage3 structured field for match_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\nThe current bucket uses a dynamic slot axis rather than a fixed global slot ceiling.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a maj...","user_prompt_excerpt":"slot_rating is the only structured ordering axis for match output.\nadmission_rate must stay fixed to 稳妥.\nDo not rewrite slot_rating into any three-band alias.\n\n请基于以下输入，只从 match_pool 候选中生成 match 稳妥桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 match_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclud...","raw_response_excerpt":"{\n  \"bucket_summary\": \"基于山东600分/位次25000的物理化学地理组合考生，从match_pool候选包中筛选出50条稳妥志愿。候选覆盖slot_01至slot_20，优先保留与国企/央企、考研深造、考公/考编路径匹配的计算机、电气、自动化、金融、会计等专业，同时考虑学校层次（211/双一流）和城市接受度。所有候选录取位次在25000-42000之间，与考生位次匹配，风险可控。\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"湖南师范大学\",\n      \"major\": \"金融学\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"金融学专业可报考财政局、税务局、审计局等经济管理类岗位，湖南师范大学211身份在选调生和公务员考试中具有优势，岗位选择面较广。\",\n      \"soe_fit\": \"金融学毕业生可进入银行、证券公司、保险公司等国企金融机构，湖南师范大学211背景在国企招聘中具备一定竞争力。\",\n      \"grad_boost\": \"湖南师范大学为211高校，保研率较高，金融学专业可考研至985或财经类名校，提升学历层次。\",\n      \"reason\": \"湖南师范大学是211高校，在湖南省内及全国有一定认可度，师范类院校的金融学专业虽非强势，但211平台对考研和就业仍有帮助。金融学专业适合考公、银行、国企等路径，与考生国企/央企、考公/考编优先级匹配。2023年最低分599，位次25117，考生位次25000，处于上沿位置，计划4人，录取概率较高。建议作为稳妥区前段志愿，与后续志愿形成梯度。\",\n      \"risk\": \"金融学专业热度较高，位次可能小幅波动；师范类院校的金融学在金融行业认可度不如财经类院校。\",\n      \"alternative\": \"湘潭大学金融学（位次更低，录取更稳，同为双一流）。\",\n      \"undergrad_employment\": \"本科毕业可进入银行、证券公司、保险公司等金融机构从事客户经理、柜员、销售等岗位，或考取公务员。\",\n      \"grad_employment\": \"研究生毕业可进入券商、基金、投行等高端金融机构，或通过选调生进入政府机关，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"扬州大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"电气工程专业可报考电网、能源局、质检局等岗位，但公务员...","duration_ms":168925,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:36:33+00:00"},{"id":9,"report_id":"5541f109-5ab2-4cc3-80c0-95f2f0b600fd","trace_id":"trace_8d46beb0-e7d8-4feb-9a11-542bf0c5807a","attempt_no":1,"provider":"DeepSeek","model":"deepseek-chat","prompt_version":"report-v2-rank-first+report-guided-grounding-v1+bucket-v1","request_kind":"guided_safe_pool_report_generate","system_prompt_excerpt":"slot_rating is the authoritative Stage3 structured field for safe_pool.\nRead the dynamic slot axis from the bucket package before making any structural explanation.\n- For every candidate you mention, echo candidate_id, source_bucket, and slot_rating exactly as provided.\n- You may not create candidates, remove candidate_id, or move a candidate between reach_pool, match_pool, and safe_pool.\n- You may not rewrite, compress, or alias slot_rating.\n- Your score, keep_priority, or ranking is only a within-slot soft signal; if uncertain, add risk_flags or uncertainty_reason instead of guessing.\n- Structural layering is a top-priority objective of this round.\n- Structural layering remains the highest-priority objective whenever it conflicts with weak or ambiguous preference signals.\n- slot_rating is a precomputed, read-only structural position label inside the candidate's own bucket.\n- Smaller slot numbers mean the candidate is closer to the upper edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the buffer edge of that bucket.\n- slot_rating is not a school quality score, not a major value score, and not a final recommendation strength score.\n- You must not modify, ...","user_prompt_excerpt":"请基于以下输入，只从 safe_pool 候选中生成 safe 桶志愿方案。\n\n你不能新增候选，不能输出其它桶，不能编造未提供的数据。\n请严格按照 System Prompt 的 safe_pool 判定流程执行。\n\n一、学生画像 student_form_json\n{\n  \"province\": \"山东\",\n  \"score\": \"600\",\n  \"rank\": \"25000\",\n  \"subject_type\": \"物理、化学、地理\",\n  \"gender\": \"男\",\n  \"target_city\": null,\n  \"accept_out_province\": true,\n  \"accept_adjustment\": null,\n  \"accept_intensive\": true,\n  \"willing_graduate\": true,\n  \"school_preference\": [\n    \"985\",\n    \"211\",\n    \"双一流\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"考公 / 考编\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [\n    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"计算机\",\n    \"电气\",\n    \"电子信息\",\n    \"自动化\",...","raw_response_excerpt":"{\n  \"bucket_summary\": \"基于学生位次25000、分数600，safe_pool共26个候选，全部保留。slot_rating从slot_01到slot_10，分数区间579-570，位次42646-52964，安全边际充足。优先保留与路径（国企/央企、考研、考公）匹配度高、专业方向明确的候选。\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"武汉工程大学\",\n      \"major\": \"机械设计制造及其自动化(智能制造方向)\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"机械类岗位在公务员招录中较少，对口岗位有限，考公竞争力一般。\",\n      \"soe_fit\": \"智能制造方向契合制造业国企需求，可进入东风、武钢等武汉本地央企，国企就业前景良好。\",\n      \"grad_boost\": \"武汉工程大学有机械工程硕士点，考研氛围较好，可冲刺本校或更高层次院校。\",\n      \"reason\": \"武汉工程大学是湖北省属重点高校，在化工、机械领域有行业积累，武汉作为中部工业重镇，就业资源丰富。智能制造方向对接制造业升级，适合进入国企或考研深造。录取最低分579，位次42763，低于学生位次约17000名，安全边际充足。建议作为保底区上沿选项，与重庆理工大学自动化等构成理工类保底组合。\",\n      \"risk\": \"学校非双一流，在部分国企校招中可能受限于院校层次。\",\n      \"alternative\": \"重庆理工大学自动化（两江校区），同为理工类保底，位次相近。\",\n      \"undergrad_employment\": \"可进入制造业国企（如东风、武钢）从事设备管理、工艺设计等岗位，或进入民营制造企业。\",\n      \"grad_employment\": \"考研后可进入更高层次机械类国企研发岗，或进入高校/研究所从事科研工作。\"\n    },\n    {\n      \"type\": \"保底\",\n      \"school\": \"重庆理工大学\",\n      \"major\": \"自动化(两江校区)\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"自动化专业可报考工信、市场监管等部门岗位，但竞争激烈，考公路径一般。\",\n      \"soe_fit\": \"自动化专业在电力、制造类国企需求稳定，重庆理工在西南地区国企中有一定认可度。\",\n      \"grad_boost\": \"学校有控制科学与工程硕士点，考研可往重庆大学、西南交大等提升。\",\n      \"reason\": \"重...","duration_ms":91476,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-18T22:38:05+00:00"}]}}