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通，靠近上海，法学专业为该校人文社科类优势专业。录取方面，2023年最低位次30564，学生位次25000，安全余量约5500位，计划3人，保底可靠。法学专业考公优势明显，适合以考公为首要目标的学生。建议作为保底区主体志愿，搭配四川师范大学法学形成梯度。","school":"南通大学","remarks":"","soe_fit":"中等。国企法务部门对法学有需求，但南通大学为双非，竞争力一般。","grad_boost":"中等。南通大学为双非院校，法学考研可冲击五院四系，但平台资源有限。","slot_label":"主体","alternative":"四川师范大学法学，位次相近，同为双非师范类院校。","slot_rating":"slot_01","admission_rate":"保底","grad_employment":"南通大学法学更建议从考研、保研、硕博衔接与研究方向升级的角度评估，重点关注深造平台、学科资源与高阶岗位出口。","undergrad_employment":"南通大学法学更适合优先关注本科毕业后的对口行业、业务岗位与区域就业市场，建议结合该校近年就业质量报告核对直接就业去向。","civil_service_friendly":"高。法学专业是考公热门专业，可报考法院、检察院、司法局、纪委监委等大量岗位，岗位数量多。"},{"city":"","risk":"双非院校，在高端制造业招聘中可能面临985/211竞争。","type":"保底","major":"机械设计制造及其自动化(机器人)","reason":"北方工业大学是北京市属重点大学，位于北京，机械设计制造及其自动化(机器人)方向结合了传统机械与新兴机器人技术，就业前景较好。录取方面，2023年最低位次30618，学生位次25000，安全余量约5600位，计划3人，保底可靠。建议作为保底区备选，适合对机械和机器人感兴趣的学生。","school":"北方工业大学","remarks":"","soe_fit":"中等偏上。机械专业在国企（中车、中航、中船等）有需求，机器人方向符合智能制造趋势。","grad_boost":"中等。北方工业大学为双非院校，但位于北京，考研资源丰富，可冲击北航、北理工等。","slot_label":"主体","alternative":"北方工业大学通信工程，位次相近，就业方向更广。","slot_rating":"slot_01","admission_rate":"保底","grad_employment":"北方工业大学机械设计制造及其自动化(机器人)更建议从考研、保研、硕博衔接与研究方向升级的角度评估，重点关注深造平台、学科资源与高阶岗位出口。","undergrad_employment":"北方工业大学机械设计制造及其自动化(机器人)更适合优先关注本科毕业后的对口行业、业务岗位与区域就业市场，建议结合该校近年就业质量报告核对直接就业去向。","civil_service_friendly":"中等偏低。机械类专业可报考公务员中机械类岗位，岗位数量较少。"},{"city":"","risk":"师范类院校法学专业在律所就业时可能受偏见，需通过法考和实习弥补。","type":"保底","major":"法学","reason":"四川师范大学是四川省属重点大学，位于成都，法学专业在西南地区有一定认可度。录取方面，2023年最低位次30376，学生位次25000，安全余量约5300位，计划3人，保底可靠。成都城市吸引力强，适合西南地区就业。建议作为保底区主体志愿，与南通大学法学形成地域梯度。","school":"四川师范大学","remarks":"","soe_fit":"中等。国企法务岗位有需求，但四川师范大学为双非师范类院校，法律行业认可度一般。","grad_boost":"中等。四川师范大学为双非，法学考研可冲击川大、西政等，但平台资源有限。","slot_label":"主体","alternative":"南通大学法学，位次相近，位于长三角地区。","slot_rating":"slot_01","admission_rate":"保底","grad_employment":"四川师范大学法学更建议从考研、保研、硕博衔接与研究方向升级的角度评估，重点关注深造平台、学科资源与高阶岗位出口。","undergrad_employment":"四川师范大学法学更适合优先关注本科毕业后的对口行业、业务岗位与区域就业市场，建议结合该校近年就业质量报告核对直接就业去向。","civil_service_friendly":"高。法学专业是考公热门，岗位数量多。"},{"city":"","risk":"计划仅2人，录取波动风险略高。","type":"保底","major":"通信工程","reason":"北方工业大学通信工程专业，位于北京，就业地域优势明显。录取方面，2023年最低位次30445，学生位次25000，安全余量约5400位，计划2人，保底可靠但计划较少。建议作为保底区主体志愿，适合希望在北京发展的学生。","school":"北方工业大学","remarks":"","soe_fit":"高。通信工程在国企（三大运营商、中国信科等）需求旺盛，北方工业大学位于北京，实习和就业机会多。","grad_boost":"中等。北方工业大学为双非，但北京地区考研资源丰富，可冲击北邮、北航等。","slot_label":"主体","alternative":"北方工业大学自动化或机械设计制造及其自动化(机器人)，计划较多。","slot_rating":"slot_01","admission_rate":"保底","grad_employment":"北方工业大学通信工程更建议从考研、保研、硕博衔接与研究方向升级的角度评估，重点关注深造平台、学科资源与高阶岗位出口。","undergrad_employment":"北方工业大学通信工程更适合优先关注本科毕业后的对口行业、业务岗位与区域就业市场，建议结合该校近年就业质量报告核对直接就业去向。","civil_service_friendly":"中等。通信工程可报考电子信息类公务员岗位，岗位数量中等。"},{"city":"","risk":"学费高昂，需家庭经济支持；全英文授课对英语要求高；芬兰校区在部分国企招聘中可能不如本部受认可。","type":"保底","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)","reason":"河北工业大学是211高校，电气工程为其优势学科。芬兰校区采用“1+3”模式，前一年在国内，后三年在芬兰，学费较高（芬兰阶段12000欧元/年）。录取方面，2023年最低位次30405，学生位次25000，安全余量约5400位，计划2人。适合家庭经济条件好、有意向出国经历的学生。建议作为保底区高端选项。","school":"河北工业大学","remarks":"","soe_fit":"高。电气工程是国企招聘重点专业，河北工业大学为211，芬兰校区学历获教育部认证，但部分国企可能对境外学习经历有顾虑。","grad_boost":"较高。河北工业大学为211，芬兰校区提供国际化教育，利于申请海外研究生，考研也可利用211平台。","slot_label":"主体","alternative":"河北工业大学电气工程及其自动化(本部)，位次可能更高，但无出国费用。","slot_rating":"slot_01","admission_rate":"保底","grad_employment":"河北工业大学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)更建议从考研、保研、硕博衔接与研究方向升级的角度评估，重点关注深造平台、学科资源与高阶岗位出口。","undergrad_employment":"河北工业大学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)更适合优先关注本科毕业后的对口行业、业务岗位与区域就业市场，建议结合该校近年就业质量报告核对直接就业去向。","civil_service_friendly":"中等。电气工程可报考电气类公务员岗位，但芬兰校区学历在公务员报考中需确认认可度。"},{"city":"","risk":"金融学非该校优势专业，行业认可度一般；计划较少。","type":"保底","major":"金融学","reason":"天津工业大学是天津市属重点大学，纺织科学与工程入选双一流，金融学专业属于经济管理学院。录取方面，2023年最低位次30299，学生位次25000，安全余量约5200位，计划2人。天津地理位置优越，靠近北京。建议作为保底区备选，适合对金融方向感兴趣的学生。","school":"天津工业大学","remarks":"","soe_fit":"中等。国企财务、金融部门有需求，天津工业大学为双一流学科建设高校，纺织科学与工程为双一流学科，金融学非优势专业。","grad_boost":"中等。天津工业大学为双一流，但金融学考研需冲击南开、央财等，本校平台助力有限。","slot_label":"主体","alternative":"北京语言大学金融学(数智金融)，位次相近，北京地域更优。","slot_rating":"slot_01","admission_rate":"保底","grad_employment":"天津工业大学金融学更建议从考研、保研、硕博衔接与研究方向升级的角度评估，重点关注深造平台、学科资源与高阶岗位出口。","undergrad_employment":"天津工业大学金融学更适合优先关注本科毕业后的对口行业、业务岗位与区域就业市场，建议结合该校近年就业质量报告核对直接就业去向。","civil_service_friendly":"中等偏上。金融学可报考金融类、经济类公务员岗位，岗位数量较多。"},{"city":"","risk":"湘潭位于中部地区，经济活跃度不如沿海，实习机会相对少。","type":"保底","major":"通信工程","reason":"湘潭大学是湖南省属重点大学，数学入选双一流，通信工程专业依托数学学科优势，在信号处理、通信算法方向有特色。录取方面，2023年最低位次30446，学生位次25000，安全余量约5400位，计划5人，保底可靠。建议作为保底区主体志愿，适合对通信工程感兴趣的学生。","school":"湘潭大学","remarks":"","soe_fit":"高。通信工程在国企需求旺盛，湘潭大学为双一流学科建设高校（数学），通信工程学科实力较强。","grad_boost":"中等偏上。湘潭大学为双一流，数学学科强势，通信工程考研可冲击成电、北邮等，本校数学实力对信号处理方向有帮助。","slot_label":"主体","alternative":"南京工业大学通信工程，位于南京，地域更优。","slot_rating":"slot_01","admission_rate":"保底","grad_employment":"湘潭大学通信工程更建议从考研、保研、硕博衔接与研究方向升级的角度评估，重点关注深造平台、学科资源与高阶岗位出口。","undergrad_employment":"湘潭大学通信工程更适合优先关注本科毕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LLM 基于候选证据生成。","verification_needed":"就业和升学相关判断需结合学校官方信息与最新政策复核。"},{"type":"规则判断","usage":"用于保证方案梯度稳定。","content":"冲刺、稳妥、保底标签由本地桶结构统一约束。","verification_needed":"仍需按当年分数线、位次和计划变化重新校验。"}],"summary":"本报告的逐项院校专业说明来自三桶分别生成的 LLM 结果，最终报告结构由本地代码拼装。","data_gaps":[],"bucket_summaries":{"safe_pool":"本批次safe_pool共26个候选，全部为slot_01主体保底项，位次窗口在30022-30698之间，低于学生位次25000约5000-5700位，安全边际充足。所有候选均通过四轮桶内处理，无高风险标记。","match_pool":"本地 match_pool 候选包共 50 条，全部位于 slot_01 主体层，位次集中在 25000-27000 之间，与考生位次 25000 匹配良好。所有候选均通过四轮桶内处理保留，无风险标记。输出全部 50 条作为稳妥方案。","reach_pool":"本地 reach_pool 候选共 20 条，全部为 slot_01 主体位次冲刺项，位次差距约 7000-11000，属于合理冲刺区间。学生位次 25000，候选最低位次 13867，最高 18572，冲刺依据充分。按路径优先（考公/国企/考研）和 slot_rating 密度调整后，全部保留。"},"guided_bucket_validation":{"safe_pool":{"quota":26,"reason":"safe plans aligned to local candidate_table; admission_rate fixed to bucket 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划7人，冲刺难度中等。需注意不招单色识别不全考生。建议放在冲刺区中段。","major":"计算机科学与技术(不招单色识别不全考生)","school":"郑州大学","priority":"冲刺","fill_strategy":"冲刺"},{"note":"中国石油大学(华东)会计学专业，行业背景强，就业面广。历史最低位次17680，学生位次25000，差距约7300，计划19人，冲刺机会较大。适合对财会感兴趣、目标考公或国企财务的学生。建议放在冲刺区中段。","major":"会计学(入校后可选拔进入经济管理实验班、会计学ACCA方向班)","school":"中国石油大学(华东)","priority":"冲刺","fill_strategy":"冲刺"},{"note":"中国石油大学(华东)自动化特色班聚焦仪器与控制，行业背景强。历史最低位次17623，学生位次25000，差距约7400，计划28人，冲刺机会较大。适合对自动化感兴趣的学生。建议放在冲刺区中段。","major":"自动化(入校后可选拔进入仪器与控制类特色班)","school":"中国石油大学(华东)","priority":"冲刺","fill_strategy":"冲刺"},{"note":"中南财经政法大学是211财经政法名校，位于武汉。计算机与财经政法交叉，就业面广。历史最低位次17856，学生位次25000，差距约7100，计划2人，冲刺难度中等。适合对金融科技或法律信息化感兴趣的学生。建议放在冲刺区前段。","major":"计算机科学与技术(卓越人才实验班)","school":"中南财经政法大学","priority":"冲刺","fill_strategy":"冲刺"},{"note":"中国石油大学(华东)数据科学拔尖基地班聚焦大数据与数学交叉。历史最低位次18238，学生位次25000，差距约6800，计划17人，冲刺机会较大。适合对数据分析感兴趣的学生。建议放在冲刺区前段。","major":"数据科学与大数据技术(入校后可选拔进入数力拔尖基地班)","school":"中国石油大学(华东)","priority":"冲刺","fill_strategy":"冲刺"},{"note":"中国石油大学(华东)人工智能特色班聚焦AI在能源领域应用。历史最低位次18572，学生位次25000，差距约6400，计划23人，冲刺机会较大。适合对AI感兴趣的学生。建议放在冲刺区前段。","major":"人工智能(入校后可选拔进入人工智能类特色班)","school":"中国石油大学(华东)","priority":"冲刺","fill_strategy":"冲刺"},{"note":"南京农业大学是211、双一流高校，在江苏及长三角地区认可度高。金融学专业就业面广，适合考公、国企或银行路径。考生位次25000，该校最低位次25048，计划12人，录取概率较高。建议作为稳妥区主力志愿，可搭配同层次211金融学专业。","major":"金融学","school":"南京农业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"安徽大学是211、双一流高校，在安徽省及长三角地区有较高认可度。金融学专业就业方向明确，适合考公、国企或银行。考生位次25000，该校最低位次25443，计划5人，录取把握较大。建议作为稳妥区中段志愿，可搭配其他211财经类专业。","major":"金融学","school":"安徽大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"北京交通大学是211、双一流高校，威海校区中外合作办学项目，计算机专业与英国兰卡斯特大学合作，全英文授课。考生位次25000，最低位次25031，计划7人，录取概率高。适合英语较好、有出国深造意向的考生。建议作为稳妥区前段志愿，需确认家庭对学费的接受度。","major":"计算机科学与技术(中外合作办学)(大量全英文授课，专业课全英文教材，要求较好的英语基础。4+0模式，合作方英国兰卡斯特大学)","school":"北京交通大学(威海校区)","priority":"稳妥","fill_strategy":"稳妥"},{"note":"华南师范大学是211、双一流高校，位于广州，计算机科学与技术（师范类）专业培养信息技术教师。考生位次25000，最低位次25503，计划4人，录取把握较大。适合对教育行业有兴趣的考生。建议作为稳妥区中段志愿，可搭配其他211计算机专业。","major":"计算机科学与技术(师范类)(不招单色不识别者)","school":"华南师范大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"华北电力大学（保定）是211、双一流高校，电力行业黄埔军校，会计学专业毕业生在电力央企就业有独特优势。考生位次25000，最低位次25441，计划3人，录取概率较高。建议作为稳妥区前段志愿，尤其适合目标国企央企的考生。","major":"会计学","school":"华北电力大学(保定)","priority":"稳妥","fill_strategy":"稳妥"},{"note":"山东大学是985、双一流高校，计算机专业实力强劲。定向西藏就业项目免学费、有补助，但毕业后需在西藏工作不少于5年。考生位次25000，最低位次26000，计划5人，录取概率高。适合家庭经济困难、愿意服务西部的考生。建议作为稳妥区后段志愿，需慎重考虑个人职业规划。","major":"计算机科学与技术(非西藏生源定向西藏就业)(在校期间享受免缴学费和国家补助的优惠待遇，毕业后到西藏工作不少于5年，青岛校区)","school":"山东大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"天津外国语大学是天津市属重点大学，法学专业设有涉外法治人才创新班，培养涉外法律人才。考生位次25000，最低位次25401，计划2人，录取概率较高。适合对法律有兴趣、英语较好的考生。建议作为稳妥区中段志愿，可搭配其他法学专业。","major":"法学(可参与涉外法治人才创新班)","school":"天津外国语大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"湖南师范大学是211、双一流高校，位于长沙，金融学专业就业方向明确。考生位次25000，最低位次25117，计划4人，录取概率较高。建议作为稳妥区中段志愿，可搭配其他211金融学专业。","major":"金融学","school":"湖南师范大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"大连海事大学是211、双一流高校，法学中外合作办学项目与英国斯旺西大学合作，培养涉外法律人才。考生位次25000，最低位次26338，计划5人，录取把握较大。适合英语较好、有出国深造意向的考生。建议作为稳妥区中段志愿。","major":"法学(中外合作办学)(外·方合作学校为英国斯旺西大学，非英语语种考生慎报)","school":"大连海事大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"华北电力大学（北京）是211、双一流高校，电力行业黄埔军校，金融学专业毕业生在电力央企就业有独特优势。考生位次25000，最低位次25273，计划仅1人，录取概率中等。建议作为稳妥区前段志愿，但需注意计划极少，风险较高。","major":"金融学","school":"华北电力大学(北京)","priority":"稳妥","fill_strategy":"稳妥"},{"note":"黑龙江大学是黑龙江省属重点大学，法学+翻译双学位项目培养复合型涉外法治人才。考生位次25000，最低位次25052，计划2人，录取概率较高。适合对法律和英语都有兴趣的考生。建议作为稳妥区中段志愿。","major":"法学(法学+翻译(英语)；双学士学位复合型人才培养项目)","school":"黑龙江大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"湖南师范大学是211、双一流高校，机械设计制造及其自动化专业培养机械工程师。考生位次25000，最低位次25602，计划5人，录取概率较高。适合对机械有兴趣的考生。建议作为稳妥区中段志愿。","major":"机械设计制造及其自动化","school":"湖南师范大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"燕山大学是河北省属重点大学，工科实力强劲，自动化专业为教育部卓越工程师培养计划，注重实践。考生位次25000，最低位次25116，计划4人，录取概率较高。适合对自动化有兴趣的考生。建议作为稳妥区中段志愿。","major":"自动化(教育部卓越工程师培养计划)","school":"燕山大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"山东科技大学是山东省属重点大学，计算机科学与技术图灵班为拔尖人才培养项目，培养质量高。考生位次25000，最低位次25653，计划30人，录取概率高。适合对计算机有兴趣、成绩较好的考生。建议作为稳妥区前段志愿。","major":"计算机科学与技术(图灵班)","school":"山东科技大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"上海海洋大学是上海市属重点大学，会计学专业就业方向明确。考生位次25000，最低位次26469，计划7人，录取把握较大。适合希望在上海发展的考生。建议作为稳妥区中段志愿。","major":"会计学","school":"上海海洋大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"北京工业大学是211、双一流高校，软件工程中外合作办学项目与爱尔兰国立都柏林大学合作，学费较高。考生位次25000，最低位次25096，计划2人，录取概率较高。适合英语较好、家庭经济条件较好的考生。建议作为稳妥区前段志愿。","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","priority":"稳妥","fill_strategy":"稳妥"},{"note":"浙江师范大学是浙江省属重点大学，法学专业培养法律人才。考生位次25000，最低位次25402，计划3人，录取概率较高。适合希望在浙江发展的考生。建议作为稳妥区中段志愿。","major":"法学","school":"浙江师范大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"西北政法大学是陕西省属重点大学，法学传统强校，财务管理专业培养财会人才。考生位次25000，最低位次26385，计划2人，录取概率较高。适合对财会有兴趣的考生。建议作为稳妥区中段志愿。","major":"财务管理","school":"西北政法大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"青岛大学是山东省属重点大学，法学涉外法治卓越创新班培养涉外法律人才。考生位次25000，最低位次26789，计划30人，录取把握较大。适合对法律有兴趣、希望在山东发展的考生。建议作为稳妥区中段志愿。","major":"法学(涉外法治卓越创新班)","school":"青岛大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"天津工业大学是天津市属重点大学，人工智能专业为新兴热门方向。考生位次25000，最低位次25249，计划8人，录取概率较高。适合对人工智能有兴趣的考生。建议作为稳妥区中段志愿。","major":"人工智能","school":"天津工业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"首都经济贸易大学是北京市属重点大学，金融学国际金融英文班全英文授课，培养国际化金融人才。考生位次25000，最低位次26218，计划3人，录取概率较高。适合英语较好、希望在北京发展的考生。建议作为稳妥区中段志愿。","major":"金融学(国际金融英文班)(英文授课)","school":"首都经济贸易大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"天津工业大学是天津市属重点大学，自动化专业培养控制工程人才。考生位次25000，最低位次25123，计划7人，录取概率较高。适合对自动化有兴趣的考生。建议作为稳妥区中段志愿。","major":"自动化","school":"天津工业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"浙江财经大学是浙江省属重点大学，会计学数智会计拔尖班培养数字化会计人才。考生位次25000，最低位次25700，计划8人，录取概率较高。适合对财会有兴趣的考生。建议作为稳妥区中段志愿。","major":"会计学(数智会计拔尖班)","school":"浙江财经大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"河南大学是双一流高校，会计学大数据会计方向培养数字化财会人才。考生位次25000，最低位次26873，计划5人，录取把握较大。适合对财会有兴趣的考生。建议作为稳妥区中段志愿。","major":"会计学(大数据会计)","school":"河南大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"首都师范大学是双一流高校，人工智能拔尖创新班培养高水平AI人才。考生位次25000，最低位次26544，计划2人，录取概率较高。适合对人工智能有兴趣的考生。建议作为稳妥区前段志愿。","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":"首都师范大学是双一流高校，人工智能专业培养AI人才。考生位次25000，最低位次26661，计划2人，录取概率较高。适合对人工智能有兴趣的考生。建议作为稳妥区中段志愿。","major":"人工智能","school":"首都师范大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"桂林电子科技大学是广西壮族自治区属重点大学，计算机科学与技术专业实力较强。考生位次25000，最低位次26514，计划2人，录取概率较高。适合对计算机有兴趣的考生。建议作为稳妥区中段志愿。","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":"西安邮电大学是陕西省属重点大学，计算机科学与技术专业在通信领域有特色。考生位次25000，最低位次25853，计划4人，录取概率较高。适合对计算机有兴趣的考生。建议作为稳妥区中段志愿。","major":"计算机科学与技术","school":"西安邮电大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"南京林业大学是双一流高校，电子信息工程专业培养电子通信人才。考生位次25000，最低位次25131，计划2人，录取概率较高。适合对电子信息有兴趣的考生。建议作为稳妥区中段志愿。","major":"电子信息工程(校区地址：一、二年级在南京白马校区学习，三年级起在南京新庄校区学习)","school":"南京林业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"厦门大学是985、双一流高校，马来西亚分校人工智能专业，全英文授课，学费较高。考生位次25000，最低位次26722，计划4人，录取把握较大。适合英语较好、家庭经济条件较好、有出国意向的考生。建议作为稳妥区后段志愿。","major":"人工智能(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分。入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)","school":"厦门大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"海南大学是211、双一流高校，计算机科学与技术专业培养IT人才。考生位次25000，最低位次25367，计划6人，录取概率较高。适合对计算机有兴趣的考生。建议作为稳妥区中段志愿。","major":"计算机科学与技术","school":"海南大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"沈阳航空航天大学是辽宁省属重点大学，电子信息工程专业在航空电子领域有特色。考生位次25000，最低位次25090，计划仅1人，录取概率中等。适合对航空航天有兴趣的考生。建议作为稳妥区前段志愿，但需注意计划极少，风险较高。","major":"电子信息工程","school":"沈阳航空航天大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"湘潭大学是双一流高校，会计学专业培养财会人才。考生位次25000，最低位次25027，计划4人，录取概率较高。适合对财会有兴趣的考生。建议作为稳妥区前段志愿。","major":"会计学","school":"湘潭大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"江苏大学是双一流高校，会计学专业培养财会人才。考生位次25000，最低位次25618，计划2人，录取概率较高。适合对财会有兴趣的考生。建议作为稳妥区中段志愿。","major":"会计学","school":"江苏大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"浙江财经大学是浙江省属重点大学，财务管理专业培养财会人才。考生位次25000，最低位次25039，计划仅1人，录取概率中等。适合对财会有兴趣的考生。建议作为稳妥区前段志愿，但需注意计划极少，风险较高。","major":"财务管理","school":"浙江财经大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"南京林业大学是双一流高校，人工智能专业培养AI人才。考生位次25000，最低位次25962，计划2人，录取概率较高。适合对人工智能有兴趣的考生。建议作为稳妥区中段志愿。","major":"人工智能(校区地址：一、二年级在南京白马校区学习，三年级起在南京新庄校区学习)","school":"南京林业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"内蒙古大学是211、双一流高校，会计学专业培养财会人才。考生位次25000，最低位次25650，计划4人，录取概率较高。适合对财会有兴趣的考生。建议作为稳妥区中段志愿。","major":"会计学(不能准确识别红、黄、绿、蓝、紫各种颜色中任何一种颜色的导线、按键、信号灯、几何图形者不予录取)","school":"内蒙古大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"江西财经大学是江西省属重点大学，法学涉外法治方向培养涉外法律人才，高收费专业。考生位次25000，最低位次26412，计划3人，录取概率较高。适合对法律有兴趣、家庭经济条件较好的考生。建议作为稳妥区中段志愿。","major":"法学(涉外法治)(高收费专业)","school":"江西财经大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"江西财经大学是江西省属重点大学，会计学CIMA方向培养国际化管理会计人才，高收费专业。考生位次25000，最低位次26464，计划3人，录取概率较高。适合对财会有兴趣、家庭经济条件较好的考生。建议作为稳妥区中段志愿。","major":"会计学(CIMA方向) (特许管理会计师，高收费专业，涉及注册从业资格考试专业)","school":"江西财经大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"内蒙古大学是211、双一流高校，计算机科学与技术拔尖学生培养基地，培养高水平计算机人才。考生位次25000，最低位次25415，计划2人，录取概率较高。适合对计算机有兴趣的考生。建议作为稳妥区前段志愿。","major":"计算机科学与技术(拔尖学生培养基地，不能准确在显示器上识别红、黄、绿、蓝、紫各颜色中任何一种颜色的数码、字母者不予录取)","school":"内蒙古大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"海南大学是211、双一流高校，人工智能专业培养AI人才。考生位次25000，最低位次26534，计划6人，录取把握较大。适合对人工智能有兴趣的考生。建议作为稳妥区中段志愿。","major":"人工智能","school":"海南大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"湘潭大学是双一流高校，计算机科学与技术专业培养IT人才。考生位次25000，最低位次26074，计划4人，录取概率较高。适合对计算机有兴趣的考生。建议作为稳妥区中段志愿。","major":"计算机科学与技术","school":"湘潭大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"南京工业大学是江苏省属重点大学，自动化专业培养控制工程人才。考生位次25000，最低位次26880，计划2人，录取概率较高。适合对自动化有兴趣的考生。建议作为稳妥区中段志愿。","major":"自动化","school":"南京工业大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"新疆大学是211、双一流高校，计算机科学与技术国家级一流本科专业。考生位次25000，最低位次26216，计划3人，录取概率较高。适合对计算机有兴趣的考生。建议作为稳妥区中段志愿。","major":"计算机科学与技术(国家级一流本科专业)","school":"新疆大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"江苏大学是双一流高校，自动化专业培养控制工程人才。考生位次25000，最低位次26664，计划2人，录取概率较高。适合对自动化有兴趣的考生。建议作为稳妥区中段志愿。","major":"自动化","school":"江苏大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"沈阳航空航天大学是辽宁省属重点大学，计算机科学与技术专业培养IT人才。考生位次25000，最低位次26861，计划仅1人，录取概率中等。适合对计算机有兴趣的考生。建议作为稳妥区后段志愿，但需注意计划极少，风险较高。","major":"计算机科学与技术","school":"沈阳航空航天大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"中国计量大学是浙江省属重点大学，法学专业培养法律人才。考生位次25000，最低位次26420，计划仅1人，录取概率中等。适合对法律有兴趣的考生。建议作为稳妥区后段志愿，但需注意计划极少，风险较高。","major":"法学","school":"中国计量大学","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，会计学智能会计勤信实验班培养数字化会计人才。考生位次25000，最低位次26712，计划2人，录取概率较高。适合对财会有兴趣的考生。建议作为稳妥区中段志愿。","major":"会计学(智能会计勤信实验班)","school":"北京信息科技大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"浙江财经大学是浙江省属重点大学，金融学智能金融强基班培养数字化金融人才。考生位次25000，最低位次26774，计划仅1人，录取概率中等。适合对金融有兴趣的考生。建议作为稳妥区后段志愿，但需注意计划极少，风险较高。","major":"金融学(智能金融强基班)","school":"浙江财经大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"内蒙古大学是211、双一流高校，计算机科学与技术专业培养IT人才。考生位次25000，最低位次26914，计划2人，录取概率较高。适合对计算机有兴趣的考生。建议作为稳妥区后段志愿。","major":"计算机科学与技术(不能准确在显示器上识别红、黄、绿、蓝、紫各颜色中任何一种颜色的数码、字母者不予录取)","school":"内蒙古大学","priority":"稳妥","fill_strategy":"稳妥"},{"note":"四川农业大学是211高校，位于雅安，虽然地理位置偏，但211身份在考公、国企、考研中均有明确优势。数据科学与大数据技术专业属于新兴热门方向，与计算机类紧密相关，就业面宽。录取方面，2023年最低位次30629，学生位次25000，安全余量约5600位，计划3人，属于保底区可靠选择。建议作为保底区主体志愿，搭配同校其他计算机类或电气类专业。","major":"数据科学与大数据技术(雅安校区)","school":"四川农业大学","priority":"保底","fill_strategy":"保底"},{"note":"厦门大学马来西亚分校是厦门大学在海外设立的分校，毕业获厦门大学学位，985身份在就业和深造中极具竞争力。数据科学与大数据技术专业为热门方向。录取方面，2023年最低位次30546，学生位次25000，安全余量约5500位，计划5人，保底可靠。但需注意全英文授课、外语单科不低于120分、学费较高（3万林吉特/年）等条件。建议作为保底区高端选项，适合家庭经济条件较好、英语能力强的学生。","major":"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)","school":"厦门大学","priority":"保底","fill_strategy":"保底"},{"note":"西安科技大学是陕西省属重点大学，电气工程及其自动化专业为该校优势专业，菁英人才培养计划可能提供更优质的教学资源。录取方面，2023年最低位次30309，学生位次25000，安全余量约5300位，计划4人，保底可靠。适合对电气方向感兴趣、目标国企的学生。建议作为保底区主体志愿，搭配西安邮电大学电气工程及其自动化。","major":"电气工程及其自动化(菁英人才培养计划)","school":"西安科技大学","priority":"保底","fill_strategy":"保底"},{"note":"北京建筑大学是北京市属重点大学，以建筑、土木为特色，自动化专业与建筑智能化方向结合紧密。录取方面，2023年最低位次30159，学生位次25000，安全余量约5100位，但计划仅1人，存在一定不确定性。建议作为保底区冲刺项，注意招生计划少可能导致位次波动。","major":"自动化(大兴校区)","school":"北京建筑大学","priority":"保底","fill_strategy":"保底"},{"note":"重庆邮电大学是重庆市属重点大学，在信息通信领域享有盛誉，被誉为“中国信息通信人才的摇篮”。软件工程专业就业前景好，三、四年级学费较高（15000元/年），但整体性价比仍高。录取方面，2023年最低位次30183，学生位次25000，安全余量约5100位，计划16人，非常可靠。建议作为保底区主体志愿，适合对软件开发感兴趣的学生。","major":"软件工程(三、四年级学费15000元/年)","school":"重庆邮电大学","priority":"保底","fill_strategy":"保底"},{"note":"北京语言大学是教育部直属高校，以语言文化为特色，金融学(数智金融)结合金融与数据技术，属于新兴交叉方向。录取方面，2023年最低位次30284，学生位次25000，安全余量约5200位，但计划仅1人，风险较高。建议谨慎填报，可考虑作为保底区边缘选项。","major":"金融学(数智金融)","school":"北京语言大学","priority":"保底","fill_strategy":"保底"},{"note":"西安邮电大学是陕西省属重点大学，以信息通信为特色，电气工程及其自动化专业与通信结合，就业方向多元。录取方面，2023年最低位次30528，学生位次25000，安全余量约5500位，计划4人，保底可靠。建议作为保底区主体志愿，与西安科技大学电气工程形成梯度。","major":"电气工程及其自动化","school":"西安邮电大学","priority":"保底","fill_strategy":"保底"},{"note":"太原理工大学是211高校，位于太原，材料科学与工程为该校传统优势学科。录取方面，2023年最低位次30123，学生位次25000，安全余量约5100位，计划8人，保底可靠。但材料专业就业面相对较窄，需考虑学生是否接受。建议作为保底区备选，适合对材料方向有兴趣或计划深造的学生。","major":"材料科学与工程(太原校区)","school":"太原理工大学","priority":"保底","fill_strategy":"保底"},{"note":"延边大学是211高校，位于吉林延吉，地理位置偏远，但211身份在考公、考研中仍有价值。人工智能专业为新兴热门方向。录取方面，2023年最低位次30022，学生位次25000，安全余量约5000位，计划3人，保底可靠。但需考虑学生对偏远地区的接受度。建议作为保底区备选，适合看重211身份且不介意地理位置的学生。","major":"人工智能","school":"延边大学","priority":"保底","fill_strategy":"保底"},{"note":"海南大学是211高校，位于海口，气候宜人，是海南省唯一211。通信工程专业就业前景好，运营商、设备商需求稳定。录取方面，2023年最低位次30698，学生位次25000，安全余量约5700位，计划9人，非常可靠。建议作为保底区主体志愿，适合对通信方向感兴趣的学生。","major":"通信工程","school":"海南大学","priority":"保底","fill_strategy":"保底"},{"note":"南通大学是江苏省属重点大学，位于南通，靠近上海，法学专业为该校人文社科类优势专业。录取方面，2023年最低位次30564，学生位次25000，安全余量约5500位，计划3人，保底可靠。法学专业考公优势明显，适合以考公为首要目标的学生。建议作为保底区主体志愿，搭配四川师范大学法学形成梯度。","major":"法学","school":"南通大学","priority":"保底","fill_strategy":"保底"},{"note":"北方工业大学是北京市属重点大学，位于北京，机械设计制造及其自动化(机器人)方向结合了传统机械与新兴机器人技术，就业前景较好。录取方面，2023年最低位次30618，学生位次25000，安全余量约5600位，计划3人，保底可靠。建议作为保底区备选，适合对机械和机器人感兴趣的学生。","major":"机械设计制造及其自动化(机器人)","school":"北方工业大学","priority":"保底","fill_strategy":"保底"},{"note":"四川师范大学是四川省属重点大学，位于成都，法学专业在西南地区有一定认可度。录取方面，2023年最低位次30376，学生位次25000，安全余量约5300位，计划3人，保底可靠。成都城市吸引力强，适合西南地区就业。建议作为保底区主体志愿，与南通大学法学形成地域梯度。","major":"法学","school":"四川师范大学","priority":"保底","fill_strategy":"保底"},{"note":"北方工业大学通信工程专业，位于北京，就业地域优势明显。录取方面，2023年最低位次30445，学生位次25000，安全余量约5400位，计划2人，保底可靠但计划较少。建议作为保底区主体志愿，适合希望在北京发展的学生。","major":"通信工程","school":"北方工业大学","priority":"保底","fill_strategy":"保底"},{"note":"河北工业大学是211高校，电气工程为其优势学科。芬兰校区采用“1+3”模式，前一年在国内，后三年在芬兰，学费较高（芬兰阶段12000欧元/年）。录取方面，2023年最低位次30405，学生位次25000，安全余量约5400位，计划2人。适合家庭经济条件好、有意向出国经历的学生。建议作为保底区高端选项。","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":"保底","fill_strategy":"保底"},{"note":"天津工业大学是天津市属重点大学，纺织科学与工程入选双一流，金融学专业属于经济管理学院。录取方面，2023年最低位次30299，学生位次25000，安全余量约5200位，计划2人。天津地理位置优越，靠近北京。建议作为保底区备选，适合对金融方向感兴趣的学生。","major":"金融学","school":"天津工业大学","priority":"保底","fill_strategy":"保底"},{"note":"湘潭大学是湖南省属重点大学，数学入选双一流，通信工程专业依托数学学科优势，在信号处理、通信算法方向有特色。录取方面，2023年最低位次30446，学生位次25000，安全余量约5400位，计划5人，保底可靠。建议作为保底区主体志愿，适合对通信工程感兴趣的学生。","major":"通信工程","school":"湘潭大学","priority":"保底","fill_strategy":"保底"},{"note":"南京工业大学是江苏省属重点大学，位于南京，化工、材料为优势学科，通信工程属于计算机与信息工程学院。录取方面，2023年最低位次30551，学生位次25000，安全余量约5500位，计划4人，保底可靠。南京城市吸引力强，就业机会多。建议作为保底区主体志愿。","major":"通信工程","school":"南京工业大学","priority":"保底","fill_strategy":"保底"},{"note":"东北大学是985高校，材料科学与工程为传统优势学科。中外合作办学项目学费较高（国内3万/年，国外4148欧元/年），但录取分数相对较低。2023年最低位次30096，学生位次25000，安全余量约5000位，计划11人，保底可靠。适合家庭经济条件较好、看重985平台且不介意材料专业的学生。建议作为保底区高端选项。","major":"材料科学与工程(中外合作办学)(国内学年学费30000元/年，国外学费(含注册费)4148欧元/年；建议外语语种为英语或法语的考生报考)","school":"东北大学","priority":"保底","fill_strategy":"保底"},{"note":"西安建筑科技大学是陕西省属重点大学，以建筑、土木为特色，法学(纪检监察实验班)为特色方向，直接对接纪检监察系统。录取方面，2023年最低位次30286，学生位次25000，安全余量约5200位，计划2人。适合以考公（尤其是纪检监察岗位）为目标的学生。建议作为保底区特色选项。","major":"法学(纪检监察实验班)","school":"西安建筑科技大学","priority":"保底","fill_strategy":"保底"},{"note":"西安工业大学是陕西省属重点大学，计算机科学与技术(卓越班)为优势培养项目，教学资源倾斜。录取方面，2023年最低位次30175，学生位次25000，安全余量约5100位，计划2人。西安高校众多，就业机会多。建议作为保底区主体志愿，适合对计算机感兴趣的学生。","major":"计算机科学与技术(卓越班)","school":"西安工业大学","priority":"保底","fill_strategy":"保底"},{"note":"南京工业大学人工智能专业，位于南京，就业地域好。录取方面，2023年最低位次30662，学生位次25000，安全余量约5600位，计划2人。人工智能为热门方向，但该校实力一般。建议作为保底区备选，适合对AI感兴趣且看重地域的学生。","major":"人工智能","school":"南京工业大学","priority":"保底","fill_strategy":"保底"},{"note":"中国地质大学(武汉)是211高校，计算机科学与技术(中外合作办学)与美国伊利诺伊理工大学合作，大数据方向热门。录取方面，2023年最低位次30663，学生位次25000，安全余量约5600位，计划6人，保底可靠。适合家庭经济条件较好、看重211平台和国际化教育的学生。建议作为保底区高端选项。","major":"计算机科学与技术(中外合作办学)(大数据方向)(美国伊利诺伊理工大学)","school":"中国地质大学(武汉)","priority":"保底","fill_strategy":"保底"},{"note":"西南大学是211高校，位于重庆，计算机科学与技术(中外合作办学)与新西兰奥克兰大学合作。录取方面，2023年最低位次30613，学生位次25000，安全余量约5600位，计划10人，非常可靠。重庆城市吸引力强。建议作为保底区主体志愿。","major":"计算机科学与技术(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：新西兰奥克兰大学)","school":"西南大学","priority":"保底","fill_strategy":"保底"},{"note":"东北师范大学是211高校，位于长春，计算机科学与技术(中外合作办学)与美国肯尼索州立大学合作。录取方面，2023年最低位次30672，学生位次25000，安全余量约5600位，计划5人，保底可靠。适合看重211平台且不介意东北地区的学生。建议作为保底区主体志愿。","major":"计算机科学与技术(中外合作办学)(与美国肯尼索州立大学合作)","school":"东北师范大学","priority":"保底","fill_strategy":"保底"},{"note":"东北师范大学会计学(中外合作办学)与美国南伊利诺伊大学合作，211平台加国际化教育。录取方面，2023年最低位次30290，学生位次25000，安全余量约5200位，计划4人，保底可靠。会计学考公和国企就业优势明显。建议作为保底区主体志愿。","major":"会计学(中外合作办学)(与美国南伊利诺伊大学合作)","school":"东北师范大学","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，500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 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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":"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)","school":"合肥工业大学","evidence":"合肥工业大学是211工科强校，计算机学科实力突出，在华东地区认可度高。历史最低位次14127，学生位次25000，差距约11000，冲刺难度大但计划14人，有一定偶然性。建议放在冲刺区中段，需确认体检要求无冲突。","rationale":"合肥工业大学是211工科强校，计算机学科实力突出，在华东地区认可度高。历史最低位次14127，学生位次25000，差距约11000，冲刺难度大但计划14人，有一定偶然性。建议放在冲刺区中段，需确认体检要求无冲突。","risk_balance":"位次差距大，且专业热度高，录取概率较低。"},{"major":"计算机科学与技术(基础学科拔尖实验班)(学生入驻刘诗白书院，实行大类培养自由分流，大一第二学期根据意愿在数字经济、计算机科学与技术和数学与应用数学3个基础学科拔尖实验班专业中自由选择专业学习)","school":"西南财经大学","evidence":"西南财经大学是211财经名校，位于成都。计算机与财经交叉培养，就业面广。历史最低位次13867，学生位次25000，差距约11100，计划仅1人，冲刺难度极高。但实验班培养模式独特，适合有明确财经+技术兴趣的学生。建议放在冲刺区前段作为梦想项。","rationale":"西南财经大学是211财经名校，位于成都。计算机与财经交叉培养，就业面广。历史最低位次13867，学生位次25000，差距约11100，计划仅1人，冲刺难度极高。但实验班培养模式独特，适合有明确财经+技术兴趣的学生。建议放在冲刺区前段作为梦想项。","risk_balance":"计划仅1人，位次差距极大，录取概率极低。"},{"major":"金融学","school":"南京农业大学","evidence":"南京农业大学是211、双一流高校，在江苏及长三角地区认可度高。金融学专业就业面广，适合考公、国企或银行路径。考生位次25000，该校最低位次25048，计划12人，录取概率较高。建议作为稳妥区主力志愿，可搭配同层次211金融学专业。","rationale":"南京农业大学是211、双一流高校，在江苏及长三角地区认可度高。金融学专业就业面广，适合考公、国企或银行路径。考生位次25000，该校最低位次25048，计划12人，录取概率较高。建议作为稳妥区主力志愿，可搭配同层次211金融学专业。","risk_balance":"金融学专业热度较高，历年位次可能有小幅波动，计划12人但竞争仍存。"},{"major":"金融学","school":"安徽大学","evidence":"安徽大学是211、双一流高校，在安徽省及长三角地区有较高认可度。金融学专业就业方向明确，适合考公、国企或银行。考生位次25000，该校最低位次25443，计划5人，录取把握较大。建议作为稳妥区中段志愿，可搭配其他211财经类专业。","rationale":"安徽大学是211、双一流高校，在安徽省及长三角地区有较高认可度。金融学专业就业方向明确，适合考公、国企或银行。考生位次25000，该校最低位次25443，计划5人，录取把握较大。建议作为稳妥区中段志愿，可搭配其他211财经类专业。","risk_balance":"计划仅5人，招生人数少，位次波动风险较大。"},{"major":"计算机科学与技术(中外合作办学)(大量全英文授课，专业课全英文教材，要求较好的英语基础。4+0模式，合作方英国兰卡斯特大学)","school":"北京交通大学(威海校区)","evidence":"北京交通大学是211、双一流高校，威海校区中外合作办学项目，计算机专业与英国兰卡斯特大学合作，全英文授课。考生位次25000，最低位次25031，计划7人，录取概率高。适合英语较好、有出国深造意向的考生。建议作为稳妥区前段志愿，需确认家庭对学费的接受度。","rationale":"北京交通大学是211、双一流高校，威海校区中外合作办学项目，计算机专业与英国兰卡斯特大学合作，全英文授课。考生位次25000，最低位次25031，计划7人，录取概率高。适合英语较好、有出国深造意向的考生。建议作为稳妥区前段志愿，需确认家庭对学费的接受度。","risk_balance":"全英文授课，英语要求高，学费较高（约9.5万/年），需家庭经济支持。"},{"major":"数据科学与大数据技术(雅安校区)","school":"四川农业大学","evidence":"四川农业大学是211高校，位于雅安，虽然地理位置偏，但211身份在考公、国企、考研中均有明确优势。数据科学与大数据技术专业属于新兴热门方向，与计算机类紧密相关，就业面宽。录取方面，2023年最低位次30629，学生位次25000，安全余量约5600位，计划3人，属于保底区可靠选择。建议作为保底区主体志愿，搭配同校其他计...","rationale":"四川农业大学是211高校，位于雅安，虽然地理位置偏，但211身份在考公、国企、考研中均有明确优势。数据科学与大数据技术专业属于新兴热门方向，与计算机类紧密相关，就业面宽。录取方面，2023年最低位次30629，学生位次25000，安全余量约5600位，计划3人，属于保底区可靠选择。建议作为保底区主体志愿，搭配同校其他计算机类或电气类专业。","risk_balance":"雅安校区地理位置较偏，实习和就业机会不如成都校区，需主动争取校外资源。"},{"major":"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)","school":"厦门大学","evidence":"厦门大学马来西亚分校是厦门大学在海外设立的分校，毕业获厦门大学学位，985身份在就业和深造中极具竞争力。数据科学与大数据技术专业为热门方向。录取方面，2023年最低位次30546，学生位次25000，安全余量约5500位，计划5人，保底可靠。但需注意全英文授课、外语单科不低于120分、学费较高（3万林吉特/年）等条件。...","rationale":"厦门大学马来西亚分校是厦门大学在海外设立的分校，毕业获厦门大学学位，985身份在就业和深造中极具竞争力。数据科学与大数据技术专业为热门方向。录取方面，2023年最低位次30546，学生位次25000，安全余量约5500位，计划5人，保底可靠。但需注意全英文授课、外语单科不低于120分、学费较高（3万林吉特/年）等条件。建议作为保底区高端选项，适合家庭经济条件...","risk_balance":"全英文授课对英语要求高，若第一年未达标英语成绩需延迟入学；马来西亚分校在部分体制内岗位认可度需提前确认。"}]}},"status":"success","stage":"completed","error_message":null,"trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","provider_used":"DeepSeek","model_used":"deepseek-chat","completed_at":"2026-05-19T00:25:56+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":"2026-05-19T00:13:56+00:00","created_at":"2026-05-19T00:13:56+00:00"},"context":{"id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","status":"success","stage":"completed","provider_used":"DeepSeek","model_used":"deepseek-chat","completed_at":"2026-05-19T00:25:56+00:00","last_error_code":null,"last_error_stage":null,"attempt_count":1,"current_version_no":0,"form_sync_status":"synced"},"events":[{"id":24,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","event_type":"report_created","status_before":null,"status_after":"pending","stage_before":null,"stage_after":"created","message":"Report 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\"school_preference\": [\n    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"decision_maker\": \"学生\",\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    \"cano...","raw_response_excerpt":"{\n  \"selected_canonical_majors\": [\n    {\n      \"canonical_major_name\": \"计算机科学与技术\",\n      \"confidence\": 0.85,\n      \"reason_zh\": \"该专业就业面广，考公考编岗位多，符合学生优先考公考编和国企央企的路径，且与物理、化学选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"软件工程\",\n      \"confidence\": 0.80,\n      \"reason_zh\": \"与计算机类似，就业前景好，适合考研深造和市场化高薪，且选科要求匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"电气工程及其自动化\",\n      \"confidence\": 0.78,\n      \"reason_zh\": \"国企央企需求大，尤其是国家电网等，符合学生路径，且物理化学选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"自动化\",\n      \"confidence\": 0.75,\n      \"reason_zh\": \"工科基础专业，考研和就业面广，适合国企和市场化方向，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"电子信息工程\",\n      \"confidence\": 0.73,\n      \"reason_zh\": \"电子信息类热门，考公考编有岗位，国企和市场化均可，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"通信工程\",\n      \"confidence\": 0.70,\n      \"reason_zh\": \"通信行业国企多，如三大运营商，适合学生路径，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"机械设计制造及其自动化\",\n      \"confidence\": 0.68,\n      \"reason_zh\": \"传统工科，国企需求稳定，适合考研和就业，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"材料科学与工程\",\n      \"confidence\": 0.65,\n      \"reason_zh\": \"材料类基础学科，考研深造有优势，国企有需求，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"会计学\",\n      \"confidence\": 0.72,\n      \"reason_zh\": \"考公考编热门专业，...","duration_ms":11163,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:14:08+00:00"},{"id":11,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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\", \"软件\", \"电气\", \"自动化\", \"电子信息\", \"通信\", \"机械\", \"材料\", \"会计\", \"财务管理\", \"法学\", \"金融\", \"数据科学\", \"人工智能\", \"土木\"],\n    \"school_or_region_keywords\": [\"211\", \"双一流\", \"公办\"],\n    \"query_strategy\": {\n      \"province_scope\": \"national\",\n      \"rank_window\": \"normal\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\n      \"学生明确接受高强度学习，故无需排除高压力专业。\",\n      \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n      \"学生可接受出省，故省份范围设为全国。\",\n      \"位次25000在山东属中等，rank_window设为normal。\",\n      \"未发现需要硬排除或软回避的专业关键词。\"\n    ]\n  }\n}","duration_ms":3223,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:14:11+00:00"},{"id":12,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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 interpretin...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_10a0cadf4708\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, structurally valuable as head slot; no geo conflict.\",\n        \"School in 湖南, outside preferred region but accept_out_province=true; no explicit city target, so neutral.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_0ae09cd1d0e9\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, structurally valuable as head slot; no geo conflict.\",\n        \"School in 陕西, outside preferred region but accept_out_province=true; neutral.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_b92d4d59c73f\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, structurally valuable as head slot; no geo conflict.\",\n        \"School in 河北, outside preferred region but accept_out_province=true; neutral.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"round_score\": 75,\n      \"reasons\": [\n        \"slot_01 in reach_pool, structurally valuable as head slot; no geo conflict.\",\n        \"School in 山东 home province, prefer_home_province=unsure gives slight positive signal.\"\n      ]\n    },\n  ...","duration_ms":105557,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:15:57+00:00"},{"id":13,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"platform_preference\": {\n    \"school_preference\": [\n      \"211\",\n      \"双一流\",\n      \"公办优先\"\n    ],\n    \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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      ...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"round_score\": 85,\n      \"reasons\": [\"slot_01 in reach_pool, strong platform fit (211, public)\", \"Explicit school_preference for 211 and public, high platform alignment\"]\n    },\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"round_score\": 70,\n      \"reasons\": [\"slot_01 in reach_pool, platform includes 985 (higher than preferred 211)\", \"985 is not explicitly preferred, but public is good; slight overreach\"]\n    },\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"round_score\": 85,\n      \"reasons\": [\"slot_01 in reach_pool, strong platform fit (211, public)\", \"Explicit school_preference for 211 and public, high platform alignment\"]\n    },\n    {\n      \"candidate_id\": \"local_235bee134f8c\",\n      \"round_score\": 85,\n      \"reasons\": [\"slot_01 in reach_pool, strong platform fit (211, public)\", \"Explicit school_preference for 211 and public, high platform alignment\"]\n    },\n    {\n      \"candidate_id\": \"local_62218d7f91af\",\n      \"round_score\": 85,\n      \"reasons\": [\"slot_01 in reach_pool, strong platform fit (211, public)\", \"Explicit school_preference for 211 and public, high platform alignmen...","duration_ms":107388,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:17:44+00:00"},{"id":14,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"考公 / 考编\",\n      \"国企 / 央企\",\n      \"考研深造\",\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      \"软件工程\",\n      \"电气工程及其自动化\",\n      \"自动化\",\n      \"电子信息工程\",\n      \"通信工程\"\n    ],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only path-priority alignment such as direct employme...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"round_score\": 75,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score reduced to maintain structural dispersion.\",\n        \"Major is 法学, which supports 考公/考编 path, but path_tags unknown and slot overcrowded.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"round_score\": 80,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score reduced to maintain structural dispersion.\",\n        \"Major is 计算机科学与技术, aligns with multiple paths, but slot overcrowded.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_235bee134f8c\",\n      \"round_score\": 80,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score reduced to maintain structural dispersion.\",\n        \"Major is 电气工程及其自动化, aligns with 国企/央企 path, but slot overcrowded.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_62218d7f91af\",\n      \"round_score\": 75,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score reduced to maintain structural dispersion.\",\n        \"Major is 电子信息工程, aligns with multiple paths, but slot overcrowded.\"\n      ]\n    },\n    {\n      \"candida...","duration_ms":105575,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:19:30+00:00"},{"id":15,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"round_score\": 80,\n      \"reasons\": [\n        \"slot_01 in reach_pool, but many candidates share this slot; score reduced to maintain structural dispersion.\",\n        \"burden:unknown, no conflict with accept_intensive; willing_graduate supports graduate-dependent majors like CS.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_235bee134f8c\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, overcrowded; score lowered to separate from better-supported candidates.\",\n        \"burden:intensive:medium conflicts with accept_intensive=true; downscored.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"round_score\": 80,\n      \"reasons\": [\n        \"slot_01 in reach_pool, overcrowded; score reduced for structural layering.\",\n        \"burden:unknown, no burden conflict; willing_graduate supports law (graduate-dependent).\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_62218d7f91af\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, overcrowded; score lowered.\",\n        \"burden:intensive:medium conflicts with accept_intensive=true; dow...","duration_ms":100406,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:21:10+00:00"},{"id":16,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"...","raw_response_excerpt":"{\n  \"bucket_summary\": \"本地 reach_pool 候选共 20 条，全部为 slot_01 主体位次冲刺项，位次差距约 7000-11000，属于合理冲刺区间。学生位次 25000，候选最低位次 13867，最高 18572，冲刺依据充分。按路径优先（考公/国企/考研）和 slot_rating 密度调整后，全部保留。\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"中国矿业大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"计算机专业可报考大量信息化岗位，但非政法类，需自行备考，竞争激烈。\",\n      \"soe_fit\": \"矿业、能源类央企有信息化需求，学校行业背景有助进入相关国企。\",\n      \"grad_boost\": \"211平台，保研率约20%，计算机学科有硕士点，深造通道较好。\",\n      \"reason\": \"中国矿业大学(北京)是教育部直属211，行业特色鲜明，北京区位就业资源丰富。计算机专业为当前热门，适合考公、国企、考研等多路径。历史最低位次14921，学生位次25000，差距约10000，属于冲刺区间，但计划10人，有一定波动空间。建议放在冲刺区前段，搭配同城或同层次更稳专业组。\",\n      \"risk\": \"位次差距较大，仅靠历史波动可能不够，需当年报考热度下降才有机会。\",\n      \"alternative\": \"中国矿业大学(北京)其他相对冷门专业如安全工程、地质类，位次可能更低。\",\n      \"undergrad_employment\": \"本科可进入IT企业、矿业央企信息化部门、政府机关信息技术岗。\",\n      \"grad_employment\": \"硕士后可进入互联网大厂、科研院所、央企总部研发中心，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"计算机专业可报考公务员信息化岗位，但需注意体检要求可能涉及色觉等。\",\n      \"soe_fit\": \"合工大与机械、汽车、能源等国企合作密切，计算机专业就业面广。\",\n      \"grad_boost\": \"211平台，计算机学科评估B+，保研率约18%，深造质量较高。\",\n...","duration_ms":62257,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:22:13+00:00"},{"id":17,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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_majo...","raw_response_excerpt":"{\n  \"bucket_summary\": \"本地 match_pool 候选包共 50 条，全部位于 slot_01 主体层，位次集中在 25000-27000 之间，与考生位次 25000 匹配良好。所有候选均通过四轮桶内处理保留，无风险标记。输出全部 50 条作为稳妥方案。\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"金融学专业可报考经济类、财会类、税务类等公务员岗位，岗位覆盖面较广，但需注意部分岗位要求应届生或党员身份。\",\n      \"soe_fit\": \"金融学毕业生可进入银行、保险、证券等国企，南京农业大学作为211院校，在长三角地区国企招聘中有一定认可度。\",\n      \"grad_boost\": \"南京农业大学211平台，金融学考研可冲刺本校或更高层次院校，但农大金融学科实力一般，跨考需额外准备。\",\n      \"reason\": \"南京农业大学是211、双一流高校，在江苏及长三角地区认可度高。金融学专业就业面广，适合考公、国企或银行路径。考生位次25000，该校最低位次25048，计划12人，录取概率较高。建议作为稳妥区主力志愿，可搭配同层次211金融学专业。\",\n      \"risk\": \"金融学专业热度较高，历年位次可能有小幅波动，计划12人但竞争仍存。\",\n      \"alternative\": \"安徽大学金融学（位次25443，计划5人），同为211，录取风险略低。\",\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、风控等岗位，或考取公务员。\",\n      \"grad_employment\": \"硕士毕业后可进入券商投行、基金公司、大型国企总部等更高平台，岗位层次和薪资显著提升。\"\n    },\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"安徽大学\",\n      \"major\": \"金融学\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"金融学专业可报考经济类、财会类公务员岗位，安徽大学211身份在选调生中也有一定优势。\",\n      \"soe_fit\": \"安徽大学211背景，金融学毕业生可进入银行、保险、证券等国企，在安徽省内国企就业有地域优势。\",\n      \"grad_boost\": \"211平台有利于考研保研，金融学考研可冲刺985或本校，但需...","duration_ms":135906,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:24:29+00:00"},{"id":18,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n...","raw_response_excerpt":"{\n  \"bucket_summary\": \"本批次safe_pool共26个候选，全部为slot_01主体保底项，位次窗口在30022-30698之间，低于学生位次25000约5000-5700位，安全边际充足。所有候选均通过四轮桶内处理，无高风险标记。\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"中等。数据科学与大数据技术专业在公务员考试中可报考计算机类、大数据管理类岗位，但岗位数量少于计算机科学与技术、软件工程等传统专业。\",\n      \"soe_fit\": \"中等偏上。国企数字化转型需求大，该专业可进入数据中心、信息部门等岗位，但需与计算机专业竞争。\",\n      \"grad_boost\": \"较高。四川农业大学为211高校，保研率约8%，数据科学方向考研可冲击985/211院校，且211平台在调剂中有优势。\",\n      \"reason\": \"四川农业大学是211高校，位于雅安，虽然地理位置偏，但211身份在考公、国企、考研中均有明确优势。数据科学与大数据技术专业属于新兴热门方向，与计算机类紧密相关，就业面宽。录取方面，2023年最低位次30629，学生位次25000，安全余量约5600位，计划3人，属于保底区可靠选择。建议作为保底区主体志愿，搭配同校其他计算机类或电气类专业。\",\n      \"risk\": \"雅安校区地理位置较偏，实习和就业机会不如成都校区，需主动争取校外资源。\",\n      \"alternative\": \"四川农业大学计算机科学与技术(成都校区)或数据科学与大数据技术(成都校区)（如果存在），位次相近。\",\n      \"undergrad_employment\": \"本科毕业可从事数据分析、数据开发、数据运维等岗位，主要就业于互联网、金融、制造业等企业，起薪约6000-10000元/月。\",\n      \"grad_employment\": \"硕士毕业后可进入大型互联网公司算法岗、数据科学家岗位，或进入科研院所、高校，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"保底\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"admission_...","duration_ms":87680,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:25:56+00:00"}],"artifacts":[],"promptRecords":[{"id":18,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:b20c514c-07bb-45ba-b63a-071708eda229","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n    \"会计\",\n    \"财务管理\",\n    \"法学\",\n    \"金融\",\n    \"数据科学\",\n    \"人工智能\",\n    \"土木\"\n  ],\n  \"school_or_region_keywords\": [\n    \"211\",\n    \"双一流\",\n    \"公办\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受高强度学习，故无需排除高压力专业。\",\n    \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n    \"学生可接受出省，故省份范围设为全国。\",\n    \"位次25000在山东属中等，rank_window设为normal。\",\n    \"未发现需要硬排除或软回避的专业关键词。\"\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_8314d8f417d2\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30629，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1188ff263a8b\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30546，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0301daa1ed0c\",\n      \"school\": \"西安科技大学\",\n      \"major\": \"电气工程及其自动化(菁英人才培养计划)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30309，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_197ee346848f\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"自动化(大兴校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30159，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_453c1948719b\",\n      \"school\": \"重庆邮电大学\",\n      \"major\": \"软件工程(三、四年级学费15000元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30183，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9d4d585ce750\",\n      \"school\": \"北京语言大学\",\n      \"major\": \"金融学(数智金融)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30284，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb034533252\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30528，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3cc1b30ed104\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"材料科学与工程(太原校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30123，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_747f91060eaf\",\n      \"school\": \"延边大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30022，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb67f19286bf\",\n      \"school\": \"海南大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30698，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0aa43ea9ed61\",\n      \"school\": \"南通大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30564，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0dbbd4a6ddde\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"机械设计制造及其自动化(机器人)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30618，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a9ef2f58f0c4\",\n      \"school\": \"四川师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30376，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f2952a490be3\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_5b2740e08d75\",\n      \"school\": \"河北工业大学\",\n      \"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)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30405，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ca9f31a5c50f\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30299，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b82cb7ef2cf\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_ad08cd429db5\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30551，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_47ae86aadda0\",\n      \"school\": \"东北大学\",\n      \"major\": \"材料科学与工程(中外合作办学)(国内学年学费30000元/年，国外学费(含注册费)4148欧元/年；建议外语语种为英语或法语的考生报考)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30096，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_695f7917a95f\",\n      \"school\": \"西安建筑科技大学\",\n      \"major\": \"法学(纪检监察实验班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30286，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29a805168881\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"计算机科学与技术(卓越班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30175，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_55858b865402\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30662，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c96de6ef3011\",\n      \"school\": \"中国地质大学(武汉)\",\n      \"major\": \"计算机科学与技术(中外合作办学)(大数据方向)(美国伊利诺伊理工大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30663，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_77932930e983\",\n      \"school\": \"西南大学\",\n      \"major\": \"计算机科学与技术(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：新西兰奥克兰大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30613，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb16fafe8f10\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(与美国肯尼索州立大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30672，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b498ccbc3179\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"会计学(中外合作办学)(与美国南伊利诺伊大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30290，计划 4\",\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_count\": 1,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_01\",\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_8314d8f417d2\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30629，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1188ff263a8b\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30546，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0301daa1ed0c\",\n      \"school\": \"西安科技大学\",\n      \"major\": \"电气工程及其自动化(菁英人才培养计划)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30309，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_197ee346848f\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"自动化(大兴校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30159，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_453c1948719b\",\n      \"school\": \"重庆邮电大学\",\n      \"major\": \"软件工程(三、四年级学费15000元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30183，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9d4d585ce750\",\n      \"school\": \"北京语言大学\",\n      \"major\": \"金融学(数智金融)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30284，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb034533252\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30528，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3cc1b30ed104\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"材料科学与工程(太原校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30123，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_747f91060eaf\",\n      \"school\": \"延边大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30022，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb67f19286bf\",\n      \"school\": \"海南大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30698，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0aa43ea9ed61\",\n      \"school\": \"南通大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30564，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0dbbd4a6ddde\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"机械设计制造及其自动化(机器人)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30618，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a9ef2f58f0c4\",\n      \"school\": \"四川师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30376，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f2952a490be3\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_5b2740e08d75\",\n      \"school\": \"河北工业大学\",\n      \"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)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30405，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ca9f31a5c50f\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30299，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b82cb7ef2cf\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_ad08cd429db5\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30551，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_47ae86aadda0\",\n      \"school\": \"东北大学\",\n      \"major\": \"材料科学与工程(中外合作办学)(国内学年学费30000元/年，国外学费(含注册费)4148欧元/年；建议外语语种为英语或法语的考生报考)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30096，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_695f7917a95f\",\n      \"school\": \"西安建筑科技大学\",\n      \"major\": \"法学(纪检监察实验班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30286，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29a805168881\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"计算机科学与技术(卓越班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30175，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_55858b865402\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30662，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c96de6ef3011\",\n      \"school\": \"中国地质大学(武汉)\",\n      \"major\": \"计算机科学与技术(中外合作办学)(大数据方向)(美国伊利诺伊理工大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30663，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_77932930e983\",\n      \"school\": \"西南大学\",\n      \"major\": \"计算机科学与技术(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：新西兰奥克兰大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30613，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb16fafe8f10\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(与美国肯尼索州立大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30672，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b498ccbc3179\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"会计学(中外合作办学)(与美国南伊利诺伊大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30290，计划 4\",\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\": 3131,\n      \"after_selection_requirements\": 2976,\n      \"after_semantic_keywords\": 692,\n      \"returned_count\": 692,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": 681127,\n      \"user_percentile\": 3.67038746078191,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": 30000,\n      \"accepted_rank_max\": 57500,\n      \"equivalent_score\": null,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": null,\n      \"bucket_score_window\": null,\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 692,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 155,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 2284,\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\": 500,\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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n    \"会计\",\n    \"财务管理\",\n    \"法学\",\n    \"金融\",\n    \"数据科学\",\n    \"人工智能\",\n    \"土木\"\n  ],\n  \"school_or_region_keywords\": [\n    \"211\",\n    \"双一流\",\n    \"公办\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受高强度学习，故无需排除高压力专业。\",\n    \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n    \"学生可接受出省，故省份范围设为全国。\",\n    \"位次25000在山东属中等，rank_window设为normal。\",\n    \"未发现需要硬排除或软回避的专业关键词。\"\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_8314d8f417d2\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30629，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1188ff263a8b\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30546，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0301daa1ed0c\",\n      \"school\": \"西安科技大学\",\n      \"major\": \"电气工程及其自动化(菁英人才培养计划)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30309，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_197ee346848f\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"自动化(大兴校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30159，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_453c1948719b\",\n      \"school\": \"重庆邮电大学\",\n      \"major\": \"软件工程(三、四年级学费15000元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30183，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9d4d585ce750\",\n      \"school\": \"北京语言大学\",\n      \"major\": \"金融学(数智金融)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30284，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb034533252\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30528，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3cc1b30ed104\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"材料科学与工程(太原校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30123，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_747f91060eaf\",\n      \"school\": \"延边大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30022，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb67f19286bf\",\n      \"school\": \"海南大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30698，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0aa43ea9ed61\",\n      \"school\": \"南通大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30564，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0dbbd4a6ddde\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"机械设计制造及其自动化(机器人)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30618，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a9ef2f58f0c4\",\n      \"school\": \"四川师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30376，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f2952a490be3\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_5b2740e08d75\",\n      \"school\": \"河北工业大学\",\n      \"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)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30405，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ca9f31a5c50f\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30299，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b82cb7ef2cf\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_ad08cd429db5\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30551，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_47ae86aadda0\",\n      \"school\": \"东北大学\",\n      \"major\": \"材料科学与工程(中外合作办学)(国内学年学费30000元/年，国外学费(含注册费)4148欧元/年；建议外语语种为英语或法语的考生报考)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30096，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      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\"evidence_brief\": \"最低分 592，位次 30672，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b498ccbc3179\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"会计学(中外合作办学)(与美国南伊利诺伊大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30290，计划 4\",\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\": 3131,\n      \"after_selection_requirements\": 2976,\n      \"after_semantic_keywords\": 692,\n      \"returned_count\": 692,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": 681127,\n      \"user_percentile\": 3.67038746078191,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": 30000,\n      \"accepted_rank_max\": 57500,\n      \"equivalent_score\": null,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": null,\n      \"bucket_score_window\": null,\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 692,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 155,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 2284,\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\": 500,\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":"2026-05-19T00:24:29+00:00","completed_at":"2026-05-18T16:25:56.85+00:00","updated_at":"2026-05-19T00:25:56+00:00"},{"id":17,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:a3923b6e-b14b-4d35-aac7-a80fb1a9fc6e","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n    \"会计\",\n    \"财务管理\",\n    \"法学\",\n    \"金融\",\n    \"数据科学\",\n    \"人工智能\",\n    \"土木\"\n  ],\n  \"school_or_region_keywords\": [\n    \"211\",\n    \"双一流\",\n    \"公办\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受高强度学习，故无需排除高压力专业。\",\n    \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n    \"学生可接受出省，故省份范围设为全国。\",\n    \"位次25000在山东属中等，rank_window设为normal。\",\n    \"未发现需要硬排除或软回避的专业关键词。\"\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_3fb988d556ee\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25048，计划 12\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_496bd3eb6603\",\n      \"school\": \"安徽大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25443，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ebafb480baba\",\n      \"school\": \"北京交通大学(威海校区)\",\n      \"major\": \"计算机科学与技术(中外合作办学)(大量全英文授课，专业课全英文教材，要求较好的英语基础。4+0模式，合作方英国兰卡斯特大学)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25031，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4007b4c7c6a8\",\n      \"school\": \"华南师范大学\",\n      \"major\": \"计算机科学与技术(师范类)(不招单色不识别者)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25503，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8fefd6b9e563\",\n      \"school\": \"华北电力大学(保定)\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25441，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a16c9bb0250d\",\n      \"school\": \"山东大学\",\n      \"major\": \"计算机科学与技术(非西藏生源定向西藏就业)(在校期间享受免缴学费和国家补助的优惠待遇，毕业后到西藏工作不少于5年，青岛校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26000，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f352b530597b\",\n      \"school\": \"天津外国语大学\",\n      \"major\": \"法学(可参与涉外法治人才创新班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25401，计划 2\",\n      \"risk_flags\": []\n    },\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\": \"主体\",\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_598607262a25\",\n      \"school\": \"大连海事大学\",\n      \"major\": \"法学(中外合作办学)(外·方合作学校为英国斯旺西大学，非英语语种考生慎报)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26338，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4756ee939bf0\",\n      \"school\": \"华北电力大学(北京)\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25273，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8479930c7d0e\",\n      \"school\": \"黑龙江大学\",\n      \"major\": \"法学(法学+翻译(英语)；双学士学位复合型人才培养项目)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25052，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_019b3939cc35\",\n      \"school\": \"湖南师范大学\",\n      \"major\": \"机械设计制造及其自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25602，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b40e8ee6c6d\",\n      \"school\": \"燕山大学\",\n      \"major\": \"自动化(教育部卓越工程师培养计划)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25116，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_47d1ad3de4f2\",\n      \"school\": \"山东科技大学\",\n      \"major\": \"计算机科学与技术(图灵班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25653，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1d701f247d64\",\n      \"school\": \"上海海洋大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26469，计划 7\",\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\": \"主体\",\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_5683b4931350\",\n      \"school\": \"浙江师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25402，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7ee359e63af\",\n      \"school\": \"西北政法大学\",\n      \"major\": \"财务管理\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26385，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_00f514b3ca04\",\n      \"school\": \"青岛大学\",\n      \"major\": \"法学(涉外法治卓越创新班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26789，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_587420a02f6c\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25249，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b501760769ce\",\n      \"school\": \"首都经济贸易大学\",\n      \"major\": \"金融学(国际金融英文班)(英文授课)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26218，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_956ad690591b\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25123，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c49de51b4c46\",\n      \"school\": \"浙江财经大学\",\n      \"major\": \"会计学(数智会计拔尖班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25700，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b52f90eed877\",\n      \"school\": \"河南大学\",\n      \"major\": \"会计学(大数据会计)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26873，计划 5\",\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_01\",\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 597，位次 26544，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2c39a9f7c212\",\n      \"school\": \"首都师范大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26661，计划 2\",\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_01\",\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 597，位次 26514，计划 2\",\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_01\",\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 598，位次 25853，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ef551335baf6\",\n      \"school\": \"南京林业大学\",\n      \"major\": \"电子信息工程(校区地址：一、二年级在南京白马校区学习，三年级起在南京新庄校区学习)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25131，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4bde05b301f4\",\n      \"school\": \"厦门大学\",\n      \"major\": \"人工智能(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分。入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26722，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0f5c9f69a268\",\n      \"school\": \"海南大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25367，计划 6\",\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\": \"主体\",\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_52e79e3705bd\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25027，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_685eb3657033\",\n      \"school\": \"江苏大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 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25096，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5683b4931350\",\n      \"school\": \"浙江师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25402，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f7ee359e63af\",\n      \"school\": \"西北政法大学\",\n      \"major\": \"财务管理\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26385，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_00f514b3ca04\",\n      \"school\": \"青岛大学\",\n      \"major\": \"法学(涉外法治卓越创新班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26789，计划 30\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_587420a02f6c\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25249，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b501760769ce\",\n      \"school\": \"首都经济贸易大学\",\n      \"major\": \"金融学(国际金融英文班)(英文授课)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26218，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_956ad690591b\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25123，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c49de51b4c46\",\n      \"school\": \"浙江财经大学\",\n      \"major\": \"会计学(数智会计拔尖班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25700，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b52f90eed877\",\n      \"school\": \"河南大学\",\n      \"major\": \"会计学(大数据会计)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26873，计划 5\",\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_01\",\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 597，位次 26544，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2c39a9f7c212\",\n      \"school\": \"首都师范大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26661，计划 2\",\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_01\",\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 597，位次 26514，计划 2\",\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_01\",\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 598，位次 25853，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ef551335baf6\",\n      \"school\": \"南京林业大学\",\n      \"major\": \"电子信息工程(校区地址：一、二年级在南京白马校区学习，三年级起在南京新庄校区学习)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25131，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4bde05b301f4\",\n      \"school\": \"厦门大学\",\n      \"major\": \"人工智能(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分。入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26722，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0f5c9f69a268\",\n      \"school\": \"海南大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25367，计划 6\",\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\": \"主体\",\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_52e79e3705bd\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25027，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_685eb3657033\",\n      \"school\": \"江苏大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25618，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_195e6e9824ea\",\n      \"school\": \"浙江财经大学\",\n      \"major\": \"财务管理\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25039，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ef3da324d52a\",\n      \"school\": \"南京林业大学\",\n      \"major\": \"人工智能(校区地址：一、二年级在南京白马校区学习，三年级起在南京新庄校区学习)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 25962，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_d95deffd9104\",\n      \"school\": \"内蒙古大学\",\n      \"major\": \"会计学(不能准确识别红、黄、绿、蓝、紫各种颜色中任何一种颜色的导线、按键、信号灯、几何图形者不予录取)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25650，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5c9835a14889\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"法学(涉外法治)(高收费专业)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26412，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_871035ef53a0\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"会计学(CIMA方向) (特许管理会计师，高收费专业，涉及注册从业资格考试专业)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26464，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_bbeae83adcfa\",\n      \"school\": \"内蒙古大学\",\n      \"major\": \"计算机科学与技术(拔尖学生培养基地，不能准确在显示器上识别红、黄、绿、蓝、紫各颜色中任何一种颜色的数码、字母者不予录取)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25415，计划 2\",\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_01\",\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 597，位次 26534，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7e092ca480e1\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26074，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b877b5dcf808\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26880，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e1e6f288538e\",\n      \"school\": \"新疆大学\",\n      \"major\": \"计算机科学与技术(国家级一流本科专业)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26216，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_39a3e641c4eb\",\n      \"school\": \"江苏大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26664，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_84d8951e07b4\",\n      \"school\": \"沈阳航空航天大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26861，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_adb792d39777\",\n      \"school\": \"中国计量大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26420，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9e7188fa602a\",\n      \"school\": \"北京信息科技大学\",\n      \"major\": \"会计学(智能会计勤信实验班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26712，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a0455ba61ca5\",\n      \"school\": \"浙江财经大学\",\n      \"major\": \"金融学(智能金融强基班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26774，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5465f4785bae\",\n      \"school\": \"内蒙古大学\",\n      \"major\": \"计算机科学与技术(不能准确在显示器上识别红、黄、绿、蓝、紫各颜色中任何一种颜色的数码、字母者不予录取)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26914，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\": 1570,\n      \"after_selection_requirements\": 1472,\n      \"after_semantic_keywords\": 377,\n      \"returned_count\": 377,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": 681127,\n      \"user_percentile\": 3.67038746078191,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": 25000,\n      \"accepted_rank_max\": 36250,\n      \"equivalent_score\": null,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": null,\n      \"bucket_score_window\": null,\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 377,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 98,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 1095,\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\": 500,\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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n    \"会计\",\n    \"财务管理\",\n    \"法学\",\n    \"金融\",\n    \"数据科学\",\n    \"人工智能\",\n    \"土木\"\n  ],\n  \"school_or_region_keywords\": [\n    \"211\",\n    \"双一流\",\n    \"公办\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受高强度学习，故无需排除高压力专业。\",\n    \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n    \"学生可接受出省，故省份范围设为全国。\",\n    \"位次25000在山东属中等，rank_window设为normal。\",\n    \"未发现需要硬排除或软回避的专业关键词。\"\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_3fb988d556ee\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25048，计划 12\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_496bd3eb6603\",\n      \"school\": \"安徽大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25443，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ebafb480baba\",\n      \"school\": \"北京交通大学(威海校区)\",\n      \"major\": \"计算机科学与技术(中外合作办学)(大量全英文授课，专业课全英文教材，要求较好的英语基础。4+0模式，合作方英国兰卡斯特大学)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25031，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4007b4c7c6a8\",\n      \"school\": \"华南师范大学\",\n      \"major\": \"计算机科学与技术(师范类)(不招单色不识别者)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25503，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8fefd6b9e563\",\n      \"school\": \"华北电力大学(保定)\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25441，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a16c9bb0250d\",\n      \"school\": \"山东大学\",\n      \"major\": \"计算机科学与技术(非西藏生源定向西藏就业)(在校期间享受免缴学费和国家补助的优惠待遇，毕业后到西藏工作不少于5年，青岛校区)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26000，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f352b530597b\",\n      \"school\": \"天津外国语大学\",\n      \"major\": \"法学(可参与涉外法治人才创新班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25401，计划 2\",\n      \"risk_flags\": []\n    },\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\": \"主体\",\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_598607262a25\",\n      \"school\": \"大连海事大学\",\n      \"major\": \"法学(中外合作办学)(外·方合作学校为英国斯旺西大学，非英语语种考生慎报)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\n     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\"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\": \"主体\",\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_52e79e3705bd\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25027，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_685eb3657033\",\n      \"school\": \"江苏大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25618，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_195e6e9824ea\",\n      \"school\": \"浙江财经大学\",\n      \"major\": \"财务管理\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 600，位次 25039，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ef3da324d52a\",\n      \"school\": \"南京林业大学\",\n      \"major\": \"人工智能(校区地址：一、二年级在南京白马校区学习，三年级起在南京新庄校区学习)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 25962，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_d95deffd9104\",\n      \"school\": \"内蒙古大学\",\n      \"major\": \"会计学(不能准确识别红、黄、绿、蓝、紫各种颜色中任何一种颜色的导线、按键、信号灯、几何图形者不予录取)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25650，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5c9835a14889\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"法学(涉外法治)(高收费专业)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26412，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_871035ef53a0\",\n      \"school\": \"江西财经大学\",\n      \"major\": \"会计学(CIMA方向) (特许管理会计师，高收费专业，涉及注册从业资格考试专业)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26464，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_bbeae83adcfa\",\n      \"school\": \"内蒙古大学\",\n      \"major\": \"计算机科学与技术(拔尖学生培养基地，不能准确在显示器上识别红、黄、绿、蓝、紫各颜色中任何一种颜色的数码、字母者不予录取)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 599，位次 25415，计划 2\",\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_01\",\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 597，位次 26534，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7e092ca480e1\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26074，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b877b5dcf808\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26880，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_e1e6f288538e\",\n      \"school\": \"新疆大学\",\n      \"major\": \"计算机科学与技术(国家级一流本科专业)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26216，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_39a3e641c4eb\",\n      \"school\": \"江苏大学\",\n      \"major\": \"自动化\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26664，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_84d8951e07b4\",\n      \"school\": \"沈阳航空航天大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26861，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_adb792d39777\",\n      \"school\": \"中国计量大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 598，位次 26420，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9e7188fa602a\",\n      \"school\": \"北京信息科技大学\",\n      \"major\": \"会计学(智能会计勤信实验班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26712，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a0455ba61ca5\",\n      \"school\": \"浙江财经大学\",\n      \"major\": \"金融学(智能金融强基班)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26774，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5465f4785bae\",\n      \"school\": \"内蒙古大学\",\n      \"major\": \"计算机科学与技术(不能准确在显示器上识别红、黄、绿、蓝、紫各颜色中任何一种颜色的数码、字母者不予录取)\",\n      \"source_bucket\": \"match_pool\",\n      \"slot_rating\": \"slot_01\",\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 597，位次 26914，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\": 1570,\n      \"after_selection_requirements\": 1472,\n      \"after_semantic_keywords\": 377,\n      \"returned_count\": 377,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": 681127,\n      \"user_percentile\": 3.67038746078191,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": 25000,\n      \"accepted_rank_max\": 36250,\n      \"equivalent_score\": null,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": null,\n      \"bucket_score_window\": null,\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 377,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 98,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 1095,\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\": 500,\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":"2026-05-19T00:22:13+00:00","completed_at":"2026-05-18T16:24:29.158+00:00","updated_at":"2026-05-19T00:24:29+00:00"},{"id":16,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:e216a550-3629-44d7-940f-a73fe6b03f2a","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n    \"会计\",\n    \"财务管理\",\n    \"法学\",\n    \"金融\",\n    \"数据科学\",\n    \"人工智能\",\n    \"土木\"\n  ],\n  \"school_or_region_keywords\": [\n    \"211\",\n    \"双一流\",\n    \"公办\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受高强度学习，故无需排除高压力专业。\",\n    \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n    \"学生可接受出省，故省份范围设为全国。\",\n    \"位次25000在山东属中等，rank_window设为normal。\",\n    \"未发现需要硬排除或软回避的专业关键词。\"\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_ff36cc23c3b0\",\n      \"school\": \"中国矿业大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 616，位次 14921，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_14abd3f79371\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 14127，计划 14\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_d390fdb6f0c2\",\n      \"school\": \"中国石油大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14290，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_78abcdd86832\",\n      \"school\": \"中国传媒大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 14043，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_499948590189\",\n      \"school\": \"西北大学\",\n      \"major\": \"计算机科学与技术(人工智能实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 615，位次 15396，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29aaa794fe4f\",\n      \"school\": \"西南财经大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖实验班)(学生入驻刘诗白书院，实行大类培养自由分流，大一第二学期根据意愿在数字经济、计算机科学与技术和数学与应用数学3个基础学科拔尖实验班专业中自由选择专业学习)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 13867，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4aaef599c496\",\n      \"school\": \"中国地质大学(北京)\",\n      \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14445，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_dfbc7f172265\",\n      \"school\": \"江南大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 616，位次 14657，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_be1439a49a93\",\n      \"school\": \"江南大学\",\n      \"major\": \"计算机科学与技术(申威卓越创新班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14194，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29cdeb850003\",\n      \"school\": \"南京师范大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 613，位次 16624，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_01\",\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 611，位次 17856，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"法学(入校后可选拔进入涉外法治基地班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 615，位次 15283，计划 20\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_49deafdedecf\",\n      \"school\": \"郑州大学\",\n      \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17637，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8bce4eb77007\",\n      \"school\": \"华北电力大学(保定)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 613，位次 16335，计划 3\",\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_01\",\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 613，位次 16473，计划 49\",\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_01\",\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 612，位次 17089，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_feec34391c94\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"自动化(入校后可选拔进入仪器与控制类特色班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17623，计划 28\",\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_01\",\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_9d9eee02f912\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"会计学(入校后可选拔进入经济管理实验班、会计学ACCA方向班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17680，计划 19\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5dc4aefc049b\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"数据科学与大数据技术(入校后可选拔进入数力拔尖基地班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 18238，计划 17\",\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\": 15\n      }\n    ],\n    \"slot_count\": 1,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_01\",\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_ff36cc23c3b0\",\n      \"school\": \"中国矿业大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 616，位次 14921，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_14abd3f79371\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 14127，计划 14\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_d390fdb6f0c2\",\n      \"school\": \"中国石油大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14290，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_78abcdd86832\",\n      \"school\": \"中国传媒大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 14043，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_499948590189\",\n      \"school\": \"西北大学\",\n      \"major\": \"计算机科学与技术(人工智能实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 615，位次 15396，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29aaa794fe4f\",\n      \"school\": \"西南财经大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖实验班)(学生入驻刘诗白书院，实行大类培养自由分流，大一第二学期根据意愿在数字经济、计算机科学与技术和数学与应用数学3个基础学科拔尖实验班专业中自由选择专业学习)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 13867，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4aaef599c496\",\n      \"school\": \"中国地质大学(北京)\",\n      \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14445，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_dfbc7f172265\",\n      \"school\": \"江南大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 616，位次 14657，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_be1439a49a93\",\n      \"school\": \"江南大学\",\n      \"major\": \"计算机科学与技术(申威卓越创新班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14194，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29cdeb850003\",\n      \"school\": \"南京师范大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 613，位次 16624，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_01\",\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 611，位次 17856，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"法学(入校后可选拔进入涉外法治基地班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 615，位次 15283，计划 20\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_49deafdedecf\",\n      \"school\": \"郑州大学\",\n      \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17637，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8bce4eb77007\",\n      \"school\": \"华北电力大学(保定)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 613，位次 16335，计划 3\",\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_01\",\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 613，位次 16473，计划 49\",\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_01\",\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 612，位次 17089，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_feec34391c94\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"自动化(入校后可选拔进入仪器与控制类特色班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17623，计划 28\",\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_01\",\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_9d9eee02f912\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"会计学(入校后可选拔进入经济管理实验班、会计学ACCA方向班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17680，计划 19\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5dc4aefc049b\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"数据科学与大数据技术(入校后可选拔进入数力拔尖基地班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 18238，计划 17\",\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\": 1319,\n      \"after_selection_requirements\": 1219,\n      \"after_semantic_keywords\": 316,\n      \"returned_count\": 316,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": 681127,\n      \"user_percentile\": 3.67038746078191,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": 13750,\n      \"accepted_rank_max\": 24500,\n      \"equivalent_score\": null,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": null,\n      \"bucket_score_window\": null,\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 316,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 100,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 903,\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\": 500,\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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n    \"会计\",\n    \"财务管理\",\n    \"法学\",\n    \"金融\",\n    \"数据科学\",\n    \"人工智能\",\n    \"土木\"\n  ],\n  \"school_or_region_keywords\": [\n    \"211\",\n    \"双一流\",\n    \"公办\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受高强度学习，故无需排除高压力专业。\",\n    \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n    \"学生可接受出省，故省份范围设为全国。\",\n    \"位次25000在山东属中等，rank_window设为normal。\",\n    \"未发现需要硬排除或软回避的专业关键词。\"\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_ff36cc23c3b0\",\n      \"school\": \"中国矿业大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 616，位次 14921，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_14abd3f79371\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 14127，计划 14\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_d390fdb6f0c2\",\n      \"school\": \"中国石油大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14290，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_78abcdd86832\",\n      \"school\": \"中国传媒大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 14043，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_499948590189\",\n      \"school\": \"西北大学\",\n      \"major\": \"计算机科学与技术(人工智能实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 615，位次 15396，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29aaa794fe4f\",\n      \"school\": \"西南财经大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖实验班)(学生入驻刘诗白书院，实行大类培养自由分流，大一第二学期根据意愿在数字经济、计算机科学与技术和数学与应用数学3个基础学科拔尖实验班专业中自由选择专业学习)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 13867，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4aaef599c496\",\n      \"school\": \"中国地质大学(北京)\",\n      \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14445，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_dfbc7f172265\",\n      \"school\": \"江南大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 616，位次 14657，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_be1439a49a93\",\n      \"school\": \"江南大学\",\n      \"major\": \"计算机科学与技术(申威卓越创新班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14194，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29cdeb850003\",\n      \"school\": \"南京师范大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 613，位次 16624，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_01\",\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 611，位次 17856，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"法学(入校后可选拔进入涉外法治基地班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 615，位次 15283，计划 20\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_49deafdedecf\",\n      \"school\": \"郑州大学\",\n      \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17637，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8bce4eb77007\",\n      \"school\": \"华北电力大学(保定)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 613，位次 16335，计划 3\",\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_01\",\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 613，位次 16473，计划 49\",\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_01\",\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 612，位次 17089，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_feec34391c94\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"自动化(入校后可选拔进入仪器与控制类特色班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17623，计划 28\",\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_01\",\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_9d9eee02f912\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"会计学(入校后可选拔进入经济管理实验班、会计学ACCA方向班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17680，计划 19\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5dc4aefc049b\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"数据科学与大数据技术(入校后可选拔进入数力拔尖基地班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 18238，计划 17\",\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\": 15\n      }\n    ],\n    \"slot_count\": 1,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_01\",\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_ff36cc23c3b0\",\n      \"school\": \"中国矿业大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 616，位次 14921，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_14abd3f79371\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 14127，计划 14\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_d390fdb6f0c2\",\n      \"school\": \"中国石油大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14290，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_78abcdd86832\",\n      \"school\": \"中国传媒大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 14043，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_499948590189\",\n      \"school\": \"西北大学\",\n      \"major\": \"计算机科学与技术(人工智能实验班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 615，位次 15396，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29aaa794fe4f\",\n      \"school\": \"西南财经大学\",\n      \"major\": \"计算机科学与技术(基础学科拔尖实验班)(学生入驻刘诗白书院，实行大类培养自由分流，大一第二学期根据意愿在数字经济、计算机科学与技术和数学与应用数学3个基础学科拔尖实验班专业中自由选择专业学习)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 618，位次 13867，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_4aaef599c496\",\n      \"school\": \"中国地质大学(北京)\",\n      \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14445，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_dfbc7f172265\",\n      \"school\": \"江南大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 616，位次 14657，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_be1439a49a93\",\n      \"school\": \"江南大学\",\n      \"major\": \"计算机科学与技术(申威卓越创新班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 617，位次 14194，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29cdeb850003\",\n      \"school\": \"南京师范大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 613，位次 16624，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_01\",\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 611，位次 17856，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"法学(入校后可选拔进入涉外法治基地班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 615，位次 15283，计划 20\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_49deafdedecf\",\n      \"school\": \"郑州大学\",\n      \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17637，计划 7\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8bce4eb77007\",\n      \"school\": \"华北电力大学(保定)\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 613，位次 16335，计划 3\",\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_01\",\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 613，位次 16473，计划 49\",\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_01\",\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 612，位次 17089，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_feec34391c94\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"自动化(入校后可选拔进入仪器与控制类特色班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17623，计划 28\",\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_01\",\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_9d9eee02f912\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"会计学(入校后可选拔进入经济管理实验班、会计学ACCA方向班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 611，位次 17680，计划 19\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_5dc4aefc049b\",\n      \"school\": \"中国石油大学(华东)\",\n      \"major\": \"数据科学与大数据技术(入校后可选拔进入数力拔尖基地班)\",\n      \"source_bucket\": \"reach_pool\",\n      \"slot_rating\": \"slot_01\",\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 18238，计划 17\",\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\": 1319,\n      \"after_selection_requirements\": 1219,\n      \"after_semantic_keywords\": 316,\n      \"returned_count\": 316,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": 681127,\n      \"user_percentile\": 3.67038746078191,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": 13750,\n      \"accepted_rank_max\": 24500,\n      \"equivalent_score\": null,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": null,\n      \"bucket_score_window\": null,\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 316,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 100,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 903,\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\": 500,\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":"2026-05-19T00:21:10+00:00","completed_at":"2026-05-18T16:22:13.232+00:00","updated_at":"2026-05-19T00:22:13+00:00"},{"id":15,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:guided_stage3_burden_slice:bb4653d8-c627-4924-9f52-ec9ebfc836a5","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\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\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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\": 158,\n  \"match_pool\": 189,\n  \"safe_pool\": 346\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_1942a748dbbd\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_235bee134f8c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_22f97ebaed99\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(入校后可选拔进入涉外法治基地班)\",\n    \"canonical_major_name\": \"法学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_62218d7f91af\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电子信息工程(入校后可选拔进入海洋信息类特色班)\",\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_feec34391c94\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"自动化(入校后可选拔进入仪器与控制类特色班)\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_9d9eee02f912\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(入校后可选拔进入经济管理实验班、会计学ACCA方向班)\",\n    \"canonical_major_name\": \"会计学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_5dc4aefc049b\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"数据科学与大数据技术(入校后可选拔进入数力拔尖基地班)\",\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_503d706afe10\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_13a6442d126c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"通信工程(入校后可选拔进入海洋信息类特色班)\",\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_bd7ad56d06e5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_29aaa794fe4f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(基础学科拔尖实验班)(学生入驻刘诗白书院，实行大类培养自由分流，大一第二学期根据意愿在数字经济、计算机科学与技术和数学与应用数学3个基础学科拔尖实验班专业中自由选择专业学习)\",\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_78abcdd86832\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_14abd3f79371\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)\",\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_be1439a49a93\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(申威卓越创新班)\",\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_d390fdb6f0c2\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_bd61da85f236\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_4aaef599c496\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(不招单色识别不全考生)\",\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_dfbc7f172265\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_ff36cc23c3b0\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_c9cae28ca2be\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_df4a909950d5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_5994afdb1b37\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电气工程及其自动化(第一学年在福州市铜盘校区培养，专业体检要求详见招生章程)\",\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_499948590189\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(人工智能实验班)\",\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_d40131764460\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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    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\"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"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_3a842c890fc0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"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_d5883a25c96f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"土木工程\",\n    \"canonical_major_name\": \"土木工程\",\n    \"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_d16c5ed2d3f8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电气工程及其自动化(中外合作办学)(与英国史萃克莱德大学合作办学)\",\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_33665304942e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"机械设计制造及其自动化(卓越工程师班)\",\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_9a8071417aac\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"机械设计制造及其自动化(拔尖创新人才实验班)\",\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_1c34d28536de\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"软件工程(与东软教育科技集团共建项目)\",\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_3bd78bb49b70\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_549e9d71b43e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"财务管理\",\n    \"canonical_major_name\": \"财务管理\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_d4706effdea0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_94a000631427\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"机械设计制造及其自动化；(中外合作办学)(外方合作学校为美国休斯顿大学，非英语语种考生慎报)\",\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_a31c1f29bf92\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_c07c10f3984a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"软件工程(两江校区)\",\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_d8b2f8b93cdb\",\n    \"source_bucket\": \"safe_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_8a72e792a685\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(雨母校区)\",\n    \"canonical_major_name\": \"法学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_b30a3b5110df\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_d520b898f66e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"机械设计制造及其自动化(中外合作办学)(中英合作)(英国利物浦约翰摩尔大学)\",\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_4333970fb051\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(文翰卓越班)\",\n    \"canonical_major_name\": \"法学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_2502b99d034f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_78197a343826\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"机械设计制造及其自动化(中外合作办学)(德国安哈尔特应用技术大学)\",\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_c4110dcf30b5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"金融学(国家级一流本科专业，泉州校区)\",\n    \"canonical_major_name\": \"金融学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_b2e3398ebfd1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_05c8836e3044\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_d7edf53938dc\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电气工程及其自动化(天平校区)\",\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_529d40a5c9c9\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_21a6fdac7a0c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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\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\": \"500\",\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\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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\": 158,\n  \"match_pool\": 189,\n  \"safe_pool\": 346\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_1942a748dbbd\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_235bee134f8c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_22f97ebaed99\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(入校后可选拔进入涉外法治基地班)\",\n    \"canonical_major_name\": \"法学\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_62218d7f91af\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电子信息工程(入校后可选拔进入海洋信息类特色班)\",\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_feec34391c94\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"自动化(入校后可选拔进入仪器与控制类特色班)\",\n    \"canonical_major_name\": \"自动化\",\n    \"burden_tags\": [\n      \"burden:unknown\"\n    ],\n    \"local_risk_flags\": []\n  },\n  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\"burden_tags\": [\n      \"burden:intensive:medium\"\n    ],\n    \"local_risk_flags\": []\n  },\n  {\n    \"candidate_id\": \"local_d7edf53938dc\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电气工程及其自动化(天平校区)\",\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_529d40a5c9c9\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_21a6fdac7a0c\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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\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":"2026-05-19T00:19:30+00:00","completed_at":"2026-05-18T16:21:10.926+00:00","updated_at":"2026-05-19T00:21:10+00:00"},{"id":14,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:guided_stage3_path_slice:36d7e474-aed9-4394-af9b-d3fbf7150c90","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"考公 / 考编\",\n      \"国企 / 央企\",\n      \"考研深造\",\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      \"软件工程\",\n      \"电气工程及其自动化\",\n      \"自动化\",\n      \"电子信息工程\",\n      \"通信工程\"\n    ],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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        \"考公 / 考编\",\n        \"国企 / 央企\",\n        \"考研深造\",\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\": 230,\n  \"match_pool\": 274,\n  \"safe_pool\": 502\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_22f97ebaed99\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(入校后可选拔进入涉外法治基地班)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1942a748dbbd\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_235bee134f8c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_62218d7f91af\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电子信息工程(入校后可选拔进入海洋信息类特色班)\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_feec34391c94\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"自动化(入校后可选拔进入仪器与控制类特色班)\",\n    \"canonical_major_name\": \"自动化\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9d9eee02f912\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(入校后可选拔进入经济管理实验班、会计学ACCA方向班)\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5dc4aefc049b\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"数据科学与大数据技术(入校后可选拔进入数力拔尖基地班)\",\n    \"canonical_major_name\": \"数据科学与大数据技术\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_503d706afe10\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_13a6442d126c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"通信工程(入校后可选拔进入海洋信息类特色班)\",\n    \"canonical_major_name\": \"通信工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bd7ad56d06e5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b46dfbbf4681\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"人工智能(大一在南京相应校区学习，大二起在常州校区学习)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3af92d5dc819\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"人工智能(智能视听卓越人才实验班)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_29aaa794fe4f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(基础学科拔尖实验班)(学生入驻刘诗白书院，实行大类培养自由分流，大一第二学期根据意愿在数字经济、计算机科学与技术和数学与应用数学3个基础学科拔尖实验班专业中自由选择专业学习)\",\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_bf44d9a8787d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(大一、大三、大四在南京相应校区学习，大二在常州校区学习)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a9e13db813fe\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(卓越实验班)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d9a238a3656a\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"人工智能(珠海校区)\",\n    \"canonical_major_name\": \"人工智能\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_78abcdd86832\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术\",\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_1b3072bca559\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"通信工程(大一在南京相应校区学习，大二起在常州校区学习)\",\n    \"canonical_major_name\": \"通信工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ee36ab34abf2\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"金融学(经管国际化创新实验班)\",\n    \"canonical_major_name\": \"金融学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_14abd3f79371\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)\",\n    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\"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电子信息工程(中外合作办学)(爱尔兰都柏林理工大学)\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_90ff6b8e92dc\",\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_3ee2dfc6f66d\",\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_d653fdca7d40\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_851a8d3bccbb\",\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_3a7b679d1bef\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(ACCA， 每年除学费外，需要另外缴纳培训费10000元，成龙校区)\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1bb9bc0bd5b9\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(卓越班)\",\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_26ef114a7ef7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f8bead15061d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"财务管理\",\n    \"canonical_major_name\": \"财务管理\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7428c59879a6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(罗布林卡财经校区)\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b9466a718502\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(英国高等教育文凭项目)(较高收费专业，外语单科成绩不低于90分，入学后核心课程为英语授课)\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1c3a366862e0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(ACCA) (特许公认会计师)\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_672dcd4b3c84\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f125f4baffca\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"canonical_major_name\": \"计算机科学与技术\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1eb134e2cc62\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_947f9d231e51\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_b7a8d36c481d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1c507a180e1f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术\",\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_8c2fa31410c3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_32d5ce61b7b5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4f94348035a1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_cde3ea13c9cf\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5edfd4dc7ee8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_8e06e55abf97\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4e5b664bca60\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d72ddf527e6f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"机械设计制造及其自动化(中外合作办学)(与美国北阿拉巴马大学联办，进校后不得转专业。外语单科成绩不低于75分，非英语语种慎重报考)\",\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_87ab7b895158\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_2bbb866cde5a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_5294ea0410f8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_df5e7f3fe0ce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_86209fb9fa0b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电子信息工程(龙山校区)\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0331b2251bd8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_ba380f94ae3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_15c6017b3ace\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(拔尖人才班)(第一学年长清校区就读，第二至四学年彩石校区就读)\",\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_c63c0c0be56f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(ACCA， 需另缴10000元/年的培训费，详见学校招生公告)\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_87012a3b678d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"财务管理\",\n    \"canonical_major_name\": \"财务管理\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d537aa2d3352\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"财务管理(中外合作办学)(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)\",\n    \"canonical_major_name\": \"财务管理\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_29af27decc80\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_23d4dcbf5b49\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b58e819a6cca\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"金融学(中外合作办学)(与英国班戈大学合作)\",\n    \"canonical_major_name\": \"金融学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_03e68642c7a7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"财务管理\",\n    \"canonical_major_name\": \"财务管理\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_23408b9022aa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"金融学\",\n    \"canonical_major_name\": \"金融学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_703b51db369d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"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_f2e919075a3a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(嵩山路校区)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b16165790052\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"机械设计制造及其自动化(中外合作办学)(学费标准以最新收费文件及上级精神为准，与西班牙莱昂大学合作)\",\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_3d4ea32eb581\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\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\": \"500\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"考公 / 考编\",\n      \"国企 / 央企\",\n      \"考研深造\",\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      \"软件工程\",\n      \"电气工程及其自动化\",\n      \"自动化\",\n      \"电子信息工程\",\n      \"通信工程\"\n    ],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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        \"考公 / 考编\",\n        \"国企 / 央企\",\n        \"考研深造\",\n        \"本科直接就业\",\n        \"市场化高薪\"\n      ],\n      \"value_present\": true,\n      \"meaning\": 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\"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_2bbb866cde5a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_5294ea0410f8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_df5e7f3fe0ce\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_86209fb9fa0b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"电子信息工程(龙山校区)\",\n    \"canonical_major_name\": \"电子信息工程\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0331b2251bd8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_ba380f94ae3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_15c6017b3ace\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"计算机科学与技术(拔尖人才班)(第一学年长清校区就读，第二至四学年彩石校区就读)\",\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_c63c0c0be56f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学(ACCA， 需另缴10000元/年的培训费，详见学校招生公告)\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_87012a3b678d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"财务管理\",\n    \"canonical_major_name\": \"财务管理\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d537aa2d3352\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"财务管理(中外合作办学)(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)\",\n    \"canonical_major_name\": \"财务管理\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_29af27decc80\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_23d4dcbf5b49\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"会计学\",\n    \"canonical_major_name\": \"会计学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b58e819a6cca\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"金融学(中外合作办学)(与英国班戈大学合作)\",\n    \"canonical_major_name\": \"金融学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_03e68642c7a7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"财务管理\",\n    \"canonical_major_name\": \"财务管理\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_23408b9022aa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"金融学\",\n    \"canonical_major_name\": \"金融学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_703b51db369d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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    \"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_f2e919075a3a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"法学(嵩山路校区)\",\n    \"canonical_major_name\": \"法学\",\n    \"path_tags\": [\n      \"path:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b16165790052\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"机械设计制造及其自动化(中外合作办学)(学费标准以最新收费文件及上级精神为准，与西班牙莱昂大学合作)\",\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_3d4ea32eb581\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"major\": \"自动化\",\n    \"canonical_major_name\": \"自动化\",\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":"2026-05-19T00:17:44+00:00","completed_at":"2026-05-18T16:19:30.49+00:00","updated_at":"2026-05-19T00:19:30+00:00"},{"id":13,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:guided_stage3_platform_slice:d51b933e-4f65-4802-858a-cab5c948f10b","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"platform_preference\": {\n    \"school_preference\": [\n      \"211\",\n      \"双一流\",\n      \"公办优先\"\n    ],\n    \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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        \"211\",\n        \"双一流\",\n        \"公办优先\"\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\": 245,\n  \"match_pool\": 293,\n  \"safe_pool\": 537\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_22f97ebaed99\",\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_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1942a748dbbd\",\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_235bee134f8c\",\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_62218d7f91af\",\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_feec34391c94\",\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_9d9eee02f912\",\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_5dc4aefc049b\",\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_503d706afe10\",\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_13a6442d126c\",\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_bd7ad56d06e5\",\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_ede164c2ed64\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d234c1b7119f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    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]\n  },\n  {\n    \"candidate_id\": \"local_1b63474f6bc2\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bae4c45b0d98\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bff804364503\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31afbb570014\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4305665605de\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_88e5aa6a32d5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_064f240de0df\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_8d7c3a536a0e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ccef222a7c7f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6dc254f51521\",\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_4156a5db8e11\",\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_122d707dd4d2\",\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_225b810fd9ff\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_90ff6b8e92dc\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3ee2dfc6f66d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d653fdca7d40\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_851a8d3bccbb\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3a7b679d1bef\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1bb9bc0bd5b9\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_26ef114a7ef7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f8bead15061d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7428c59879a6\",\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_b9466a718502\",\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_1c3a366862e0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_672dcd4b3c84\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f125f4baffca\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1eb134e2cc62\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_947f9d231e51\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b7a8d36c481d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1c507a180e1f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_8c2fa31410c3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_32d5ce61b7b5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4f94348035a1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_cde3ea13c9cf\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5edfd4dc7ee8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_8e06e55abf97\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4e5b664bca60\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d72ddf527e6f\",\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_87ab7b895158\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_2bbb866cde5a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5294ea0410f8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_df5e7f3fe0ce\",\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_86209fb9fa0b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0331b2251bd8\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ba380f94ae3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_15c6017b3ace\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c63c0c0be56f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_87012a3b678d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d537aa2d3352\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:unknown\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_29af27decc80\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_23d4dcbf5b49\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b58e819a6cca\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_03e68642c7a7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_23408b9022aa\",\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_703b51db369d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f2e919075a3a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b16165790052\",\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_3d4ea32eb581\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f93d75d75d81\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_100948226aae\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_17ea5559289f\",\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_f5c209949bce\",\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_c37674a1fb63\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_12ad14a3b760\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_cb0d786d0dfa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bc0bcc0bcfa1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bdbf2eb4f70a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31b19cfdf974\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_209d9bdb57c3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4d8c781c7e48\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c5024b78ef3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e654dd4cea68\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a02e8dd3bb33\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a0aa4449a4c0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_270eba83087f\",\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_b5f15d823918\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b4ae2685a080\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7c404216bdbc\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_79b74824323f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7b086d4ba2e4\",\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_a2a3ed864976\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7772b58f352d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5c9d1e62cae4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1220977b9b7a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b88643357ad6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_753cac1114e0\",\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_6147ae3fe211\",\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_dcb001d4c515\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fb85071689e7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_97b1d4062c18\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ed85e24751c0\",\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_7cff212ff30d\",\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_443573d92f0d\",\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\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\": \"500\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"platform_preference\": {\n    \"school_preference\": [\n      \"211\",\n      \"双一流\",\n      \"公办优先\"\n    ],\n    \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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        \"211\",\n        \"双一流\",\n        \"公办优先\"\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\": 245,\n  \"match_pool\": 293,\n  \"safe_pool\": 537\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_22f97ebaed99\",\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_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1942a748dbbd\",\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_235bee134f8c\",\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_62218d7f91af\",\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_feec34391c94\",\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_9d9eee02f912\",\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_5dc4aefc049b\",\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_503d706afe10\",\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_13a6442d126c\",\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_bd7ad56d06e5\",\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_ede164c2ed64\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_d234c1b7119f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b46dfbbf4681\",\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_3af92d5dc819\",\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_29aaa794fe4f\",\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_bf44d9a8787d\",\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_b92d4d59c73f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_10a0cadf4708\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a9e13db813fe\",\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_d9a238a3656a\",\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_78abcdd86832\",\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_1b3072bca559\",\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_e8699ed9dab3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ee36ab34abf2\",\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_14abd3f79371\",\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_5cf684c0bbcb\",\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_be1439a49a93\",\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_1cac829895fb\",\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_6bb9f5a27112\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_9ad63b2a099a\",\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_d390fdb6f0c2\",\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_940a49cf928d\",\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_bd61da85f236\",\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_076bae74dff4\",\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_7031ad158fcc\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0ae09cd1d0e9\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4aaef599c496\",\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_685c32f2c85f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_3281bee7ea01\",\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_cf1f735dfe07\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_6fd7f173610e\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f70b5f669f51\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:tier:985\",\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5b3588f3fbc5\",\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_a902483912e7\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_dc45c8157447\",\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_dfbc7f172265\",\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_10d5c6165ad1\",\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_d6c1a2611ffb\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0ad40393f5a5\",\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_73fac408251f\",\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_ff36cc23c3b0\",\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_98439deb8989\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c9cae28ca2be\",\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_4656ec54d5ca\",\n    \"source_bucket\": \"reach_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_bb818dc6f3f8\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_544506b410cf\",\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_bd3fe980aa5a\",\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_df4a909950d5\",\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_69e54f4b4b33\",\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_1d39d4724402\",\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_7fc3d12894ad\",\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_c7d14c519690\",\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_b0ac75f09764\",\n    \"source_bucket\": 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\"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b16165790052\",\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_3d4ea32eb581\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_f93d75d75d81\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_100948226aae\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_17ea5559289f\",\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_f5c209949bce\",\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_c37674a1fb63\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_12ad14a3b760\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_cb0d786d0dfa\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bc0bcc0bcfa1\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bdbf2eb4f70a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_31b19cfdf974\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_209d9bdb57c3\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_4d8c781c7e48\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_c5024b78ef3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_e654dd4cea68\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a02e8dd3bb33\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a0aa4449a4c0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_270eba83087f\",\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_b5f15d823918\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b4ae2685a080\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7c404216bdbc\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_79b74824323f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7b086d4ba2e4\",\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_a2a3ed864976\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7772b58f352d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_5c9d1e62cae4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1220977b9b7a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_b88643357ad6\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_753cac1114e0\",\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_6147ae3fe211\",\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_dcb001d4c515\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_fb85071689e7\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_97b1d4062c18\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"platform_tags\": [\n      \"platform:public\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ed85e24751c0\",\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_7cff212ff30d\",\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_443573d92f0d\",\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\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":"2026-05-19T00:15:57+00:00","completed_at":"2026-05-18T16:17:44.864+00:00","updated_at":"2026-05-19T00:17:44+00:00"},{"id":12,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:guided_stage3_geo_slice:9ece3095-9a1e-449e-a769-c3081a6133bd","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\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    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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\": 316,\n  \"match_pool\": 377,\n  \"safe_pool\": 692\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_10a0cadf4708\",\n    \"source_bucket\": \"reach_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_0ae09cd1d0e9\",\n    \"source_bucket\": \"reach_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_b92d4d59c73f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_c9cae28ca2be\",\n    \"source_bucket\": \"reach_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_ff36cc23c3b0\",\n    \"source_bucket\": \"reach_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_fe1aee359031\",\n    \"source_bucket\": \"reach_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_5b3588f3fbc5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_3b5f0ff56e00\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_4ca40d09bb1c\",\n    \"source_bucket\": \"reach_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_a9e13db813fe\",\n    \"source_bucket\": \"reach_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_f70b5f669f51\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"河北\",\n    \"school_city\": \"秦皇岛市\",\n    \"geo_tags\": [\n      \"geo:province:河北\",\n      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\"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"吉林\",\n    \"school_city\": \"延边朝鲜族自治州\",\n    \"geo_tags\": [\n      \"geo:province:吉林\",\n      \"geo:city:延边朝鲜族自治州\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_89b5404b0f75\",\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_c6b3862603ac\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_8fa3bfe8dfcf\",\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_0aa43ea9ed61\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"江苏\",\n    \"school_city\": \"南通市\",\n    \"geo_tags\": [\n      \"geo:province:江苏\",\n      \"geo:city:南通市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_a9ef2f58f0c4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_ada52830ab3e\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_5785a7a80c38\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_1fdd66f262c4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"安徽\",\n    \"school_city\": \"芜湖市\",\n    \"geo_tags\": [\n      \"geo:province:安徽\",\n      \"geo:city:芜湖市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_eed215db3ecc\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"天津\",\n    \"school_city\": \"天津市\",\n    \"geo_tags\": [\n      \"geo:province:天津\",\n      \"geo:city:天津市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_1b1f0ce664bb\",\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_44173df44129\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_33c157bb867b\",\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_03d2a15d3c14\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"海南\",\n    \"school_city\": \"陵水黎族自治县\",\n    \"geo_tags\": [\n      \"geo:province:海南\",\n      \"geo:city:陵水黎族自治县\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_41c22ce3245a\",\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_d6bbcb58f86b\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"新疆\",\n    \"school_city\": \"乌鲁木齐市\",\n    \"geo_tags\": [\n      \"geo:province:新疆\",\n      \"geo:city:乌鲁木齐市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_ad08cd429db5\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_552a58bddd7f\",\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_5b2740e08d75\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"天津\",\n    \"school_city\": \"天津市\",\n    \"geo_tags\": [\n      \"geo:province:天津\",\n      \"geo:city:天津市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_07dc8583c007\",\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_550fb353a0fe\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_5f498d70898a\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"福建\",\n    \"school_city\": \"福州市\",\n    \"geo_tags\": [\n      \"geo:province:福建\",\n      \"geo:city:福州市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7c8a24a5351f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_89fb0a9537a4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"天津\",\n    \"school_city\": \"天津市\",\n    \"geo_tags\": [\n      \"geo:province:天津\",\n      \"geo:city:天津市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_0c7b0a73d13a\",\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_939571d95ce4\",\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_9fc68e439ff9\",\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_d83ee13533a0\",\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_5b03903c2ace\",\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_f2f22d04ba54\",\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_ca9f31a5c50f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"天津\",\n    \"school_city\": \"天津市\",\n    \"geo_tags\": [\n      \"geo:province:天津\",\n      \"geo:city:天津市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_7b82cb7ef2cf\",\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_613757f4dfb4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_3e9a7ec8db4d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_857f134b1b8f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_55858b865402\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_47ae86aadda0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"辽宁\",\n    \"school_city\": \"沈阳市\",\n    \"geo_tags\": [\n      \"geo:province:辽宁\",\n      \"geo:city:沈阳市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_39a42a0e7815\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_695f7917a95f\",\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_29a805168881\",\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_cd83b09a9379\",\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_a3f80dce2715\",\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_e0000c4e8b39\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_eb16fafe8f10\",\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_c96de6ef3011\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_b459efccff11\",\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_b498ccbc3179\",\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_b66f7e1cdba7\",\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_77932930e983\",\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\": \"500\",\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    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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\": 316,\n  \"match_pool\": 377,\n  \"safe_pool\": 692\n}\n\ncandidate_cards_json:\n[\n  {\n    \"candidate_id\": \"local_10a0cadf4708\",\n    \"source_bucket\": \"reach_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_0ae09cd1d0e9\",\n    \"source_bucket\": \"reach_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_b92d4d59c73f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_7317e7689e89\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_c9cae28ca2be\",\n    \"source_bucket\": \"reach_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_ff36cc23c3b0\",\n    \"source_bucket\": \"reach_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_fe1aee359031\",\n    \"source_bucket\": \"reach_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_5b3588f3fbc5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_3b5f0ff56e00\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_4ca40d09bb1c\",\n    \"source_bucket\": \"reach_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_a9e13db813fe\",\n    \"source_bucket\": \"reach_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_f70b5f669f51\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_2b0eca730cfe\",\n    \"source_bucket\": \"reach_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_14abd3f79371\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_da34a9a928aa\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_d390fdb6f0c2\",\n    \"source_bucket\": \"reach_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_fd38c052a45c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_9411d7876e1c\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_9ad63b2a099a\",\n    \"source_bucket\": \"reach_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_0ad40393f5a5\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_e802502760f3\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_bd61da85f236\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_940a49cf928d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_78abcdd86832\",\n    \"source_bucket\": \"reach_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_69e54f4b4b33\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_88635ff62c8e\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_d9a238a3656a\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"广东\",\n    \"school_city\": \"珠海市\",\n    \"geo_tags\": [\n      \"geo:province:广东\",\n      \"geo:city:珠海市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_bf44d9a8787d\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_dc45c8157447\",\n    \"source_bucket\": \"reach_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_b46dfbbf4681\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_3af92d5dc819\",\n    \"source_bucket\": \"reach_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_499948590189\",\n    \"source_bucket\": \"reach_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_14e9434c77c2\",\n    \"source_bucket\": \"reach_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_3281bee7ea01\",\n    \"source_bucket\": \"reach_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_79acfc4e9978\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_ee36ab34abf2\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_3c8cf212f1e0\",\n    \"source_bucket\": \"reach_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_0c82213843f2\",\n    \"source_bucket\": \"reach_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_fe39bd1e59cc\",\n    \"source_bucket\": \"reach_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_73fac408251f\",\n    \"source_bucket\": \"reach_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_29aaa794fe4f\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_173ac603b4d7\",\n    \"source_bucket\": \"reach_pool\",\n    \"slot_rating\": \"slot_01\",\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_5cf684c0bbcb\",\n    \"source_bucket\": \"reach_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      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\"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_613757f4dfb4\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_3e9a7ec8db4d\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_857f134b1b8f\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_55858b865402\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_47ae86aadda0\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\n    \"school_province\": \"辽宁\",\n    \"school_city\": \"沈阳市\",\n    \"geo_tags\": [\n      \"geo:province:辽宁\",\n      \"geo:city:沈阳市\",\n      \"geo:outside_preferred_region\"\n    ]\n  },\n  {\n    \"candidate_id\": \"local_39a42a0e7815\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_695f7917a95f\",\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_29a805168881\",\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_cd83b09a9379\",\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_a3f80dce2715\",\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_e0000c4e8b39\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_eb16fafe8f10\",\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_c96de6ef3011\",\n    \"source_bucket\": \"safe_pool\",\n    \"slot_rating\": \"slot_01\",\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_b459efccff11\",\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_b498ccbc3179\",\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_b66f7e1cdba7\",\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_77932930e983\",\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":"2026-05-19T00:14:11+00:00","completed_at":"2026-05-18T16:15:57.443+00:00","updated_at":"2026-05-19T00:15:57+00:00"},{"id":11,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:guided_semantic_query_plan:8b2ce7c2-b869-4593-9524-be9a9c5e74ed","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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":"2026-05-19T00:14:08+00:00","completed_at":"2026-05-18T16:14:11.722+00:00","updated_at":"2026-05-19T00:14:11+00:00"},{"id":10,"run_key":"c7c60faa-caf5-4133-86d3-fc61111515a5:user_profile_major_space_plan:11b8fe85-fed5-42e8-9ef8-821e1145c084","report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"500","gender":"男","province":"山东","student_name":"测试02","subject_type":"物理、化学、地理","path_priority":["考公 / 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"student_name\": \"测试02\",\n  \"score\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"decision_maker\": \"学生\",\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\": \"焊接技术与工程\"\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    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"student_name\": \"测试02\",\n  \"score\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"decision_maker\": \"学生\",\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\": \"焊接技术与工程\"\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 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/ 考编","国企 / 央企","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","school_preference":["211","双一流","公办优先"],"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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n    \"会计\",\n    \"财务管理\",\n    \"法学\",\n    \"金融\",\n    \"数据科学\",\n    \"人工智能\",\n    \"土木\"\n  ],\n  \"school_or_region_keywords\": [\n    \"211\",\n    \"双一流\",\n    \"公办\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受高强度学习，故无需排除高压力专业。\",\n    \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n    \"学生可接受出省，故省份范围设为全国。\",\n    \"位次25000在山东属中等，rank_window设为normal。\",\n    \"未发现需要硬排除或软回避的专业关键词。\"\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_8314d8f417d2\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30629，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1188ff263a8b\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30546，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0301daa1ed0c\",\n      \"school\": \"西安科技大学\",\n      \"major\": \"电气工程及其自动化(菁英人才培养计划)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30309，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_197ee346848f\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"自动化(大兴校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30159，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_453c1948719b\",\n      \"school\": \"重庆邮电大学\",\n      \"major\": \"软件工程(三、四年级学费15000元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30183，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9d4d585ce750\",\n      \"school\": \"北京语言大学\",\n      \"major\": \"金融学(数智金融)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30284，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb034533252\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30528，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3cc1b30ed104\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"材料科学与工程(太原校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30123，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_747f91060eaf\",\n      \"school\": \"延边大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30022，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb67f19286bf\",\n      \"school\": \"海南大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30698，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0aa43ea9ed61\",\n      \"school\": \"南通大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30564，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0dbbd4a6ddde\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"机械设计制造及其自动化(机器人)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30618，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a9ef2f58f0c4\",\n      \"school\": \"四川师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30376，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f2952a490be3\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_5b2740e08d75\",\n      \"school\": \"河北工业大学\",\n      \"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)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30405，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ca9f31a5c50f\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30299，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b82cb7ef2cf\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_ad08cd429db5\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30551，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_47ae86aadda0\",\n      \"school\": \"东北大学\",\n      \"major\": \"材料科学与工程(中外合作办学)(国内学年学费30000元/年，国外学费(含注册费)4148欧元/年；建议外语语种为英语或法语的考生报考)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30096，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_695f7917a95f\",\n      \"school\": \"西安建筑科技大学\",\n      \"major\": \"法学(纪检监察实验班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30286，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29a805168881\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"计算机科学与技术(卓越班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30175，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_55858b865402\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30662，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c96de6ef3011\",\n      \"school\": \"中国地质大学(武汉)\",\n      \"major\": \"计算机科学与技术(中外合作办学)(大数据方向)(美国伊利诺伊理工大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30663，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_77932930e983\",\n      \"school\": \"西南大学\",\n      \"major\": \"计算机科学与技术(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：新西兰奥克兰大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30613，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb16fafe8f10\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(与美国肯尼索州立大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30672，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b498ccbc3179\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"会计学(中外合作办学)(与美国南伊利诺伊大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30290，计划 4\",\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_count\": 1,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_01\",\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_8314d8f417d2\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30629，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1188ff263a8b\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30546，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0301daa1ed0c\",\n      \"school\": \"西安科技大学\",\n      \"major\": \"电气工程及其自动化(菁英人才培养计划)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30309，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_197ee346848f\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"自动化(大兴校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30159，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_453c1948719b\",\n      \"school\": \"重庆邮电大学\",\n      \"major\": \"软件工程(三、四年级学费15000元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30183，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9d4d585ce750\",\n      \"school\": \"北京语言大学\",\n      \"major\": \"金融学(数智金融)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30284，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb034533252\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30528，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3cc1b30ed104\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"材料科学与工程(太原校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30123，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_747f91060eaf\",\n      \"school\": \"延边大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30022，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb67f19286bf\",\n      \"school\": \"海南大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30698，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0aa43ea9ed61\",\n      \"school\": \"南通大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30564，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0dbbd4a6ddde\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"机械设计制造及其自动化(机器人)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30618，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a9ef2f58f0c4\",\n      \"school\": \"四川师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30376，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f2952a490be3\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_5b2740e08d75\",\n      \"school\": \"河北工业大学\",\n      \"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)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30405，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ca9f31a5c50f\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30299，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b82cb7ef2cf\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_ad08cd429db5\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30551，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_47ae86aadda0\",\n      \"school\": \"东北大学\",\n      \"major\": \"材料科学与工程(中外合作办学)(国内学年学费30000元/年，国外学费(含注册费)4148欧元/年；建议外语语种为英语或法语的考生报考)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30096，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_695f7917a95f\",\n      \"school\": \"西安建筑科技大学\",\n      \"major\": \"法学(纪检监察实验班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30286，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29a805168881\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"计算机科学与技术(卓越班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30175，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_55858b865402\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30662，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c96de6ef3011\",\n      \"school\": \"中国地质大学(武汉)\",\n      \"major\": \"计算机科学与技术(中外合作办学)(大数据方向)(美国伊利诺伊理工大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30663，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_77932930e983\",\n      \"school\": \"西南大学\",\n      \"major\": \"计算机科学与技术(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：新西兰奥克兰大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30613，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb16fafe8f10\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(与美国肯尼索州立大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30672，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b498ccbc3179\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"会计学(中外合作办学)(与美国南伊利诺伊大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30290，计划 4\",\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\": 3131,\n      \"after_selection_requirements\": 2976,\n      \"after_semantic_keywords\": 692,\n      \"returned_count\": 692,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": 681127,\n      \"user_percentile\": 3.67038746078191,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": 30000,\n      \"accepted_rank_max\": 57500,\n      \"equivalent_score\": null,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": null,\n      \"bucket_score_window\": null,\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 692,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 155,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 2284,\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\": 500,\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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n    \"会计\",\n    \"财务管理\",\n    \"法学\",\n    \"金融\",\n    \"数据科学\",\n    \"人工智能\",\n    \"土木\"\n  ],\n  \"school_or_region_keywords\": [\n    \"211\",\n    \"双一流\",\n    \"公办\"\n  ],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生明确接受高强度学习，故无需排除高压力专业。\",\n    \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n    \"学生可接受出省，故省份范围设为全国。\",\n    \"位次25000在山东属中等，rank_window设为normal。\",\n    \"未发现需要硬排除或软回避的专业关键词。\"\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_8314d8f417d2\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30629，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1188ff263a8b\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30546，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0301daa1ed0c\",\n      \"school\": \"西安科技大学\",\n      \"major\": \"电气工程及其自动化(菁英人才培养计划)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30309，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_197ee346848f\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"自动化(大兴校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30159，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_453c1948719b\",\n      \"school\": \"重庆邮电大学\",\n      \"major\": \"软件工程(三、四年级学费15000元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30183，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9d4d585ce750\",\n      \"school\": \"北京语言大学\",\n      \"major\": \"金融学(数智金融)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30284，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb034533252\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30528，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3cc1b30ed104\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"材料科学与工程(太原校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30123，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_747f91060eaf\",\n      \"school\": \"延边大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30022，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb67f19286bf\",\n      \"school\": \"海南大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30698，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0aa43ea9ed61\",\n      \"school\": \"南通大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30564，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0dbbd4a6ddde\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"机械设计制造及其自动化(机器人)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30618，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a9ef2f58f0c4\",\n      \"school\": \"四川师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30376，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f2952a490be3\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_5b2740e08d75\",\n      \"school\": \"河北工业大学\",\n      \"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)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30405，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ca9f31a5c50f\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30299，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b82cb7ef2cf\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_ad08cd429db5\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30551，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_47ae86aadda0\",\n      \"school\": \"东北大学\",\n      \"major\": \"材料科学与工程(中外合作办学)(国内学年学费30000元/年，国外学费(含注册费)4148欧元/年；建议外语语种为英语或法语的考生报考)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30096，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_695f7917a95f\",\n      \"school\": \"西安建筑科技大学\",\n      \"major\": \"法学(纪检监察实验班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30286，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29a805168881\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"计算机科学与技术(卓越班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30175，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_55858b865402\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30662，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c96de6ef3011\",\n      \"school\": \"中国地质大学(武汉)\",\n      \"major\": \"计算机科学与技术(中外合作办学)(大数据方向)(美国伊利诺伊理工大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30663，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_77932930e983\",\n      \"school\": \"西南大学\",\n      \"major\": \"计算机科学与技术(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：新西兰奥克兰大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30613，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb16fafe8f10\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(与美国肯尼索州立大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30672，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b498ccbc3179\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"会计学(中外合作办学)(与美国南伊利诺伊大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30290，计划 4\",\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_count\": 1,\n    \"head_slot\": \"slot_01\",\n    \"tail_slot\": \"slot_01\",\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_8314d8f417d2\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30629，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1188ff263a8b\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30546，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0301daa1ed0c\",\n      \"school\": \"西安科技大学\",\n      \"major\": \"电气工程及其自动化(菁英人才培养计划)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30309，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_197ee346848f\",\n      \"school\": \"北京建筑大学\",\n      \"major\": \"自动化(大兴校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30159，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_453c1948719b\",\n      \"school\": \"重庆邮电大学\",\n      \"major\": \"软件工程(三、四年级学费15000元/年)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30183，计划 16\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9d4d585ce750\",\n      \"school\": \"北京语言大学\",\n      \"major\": \"金融学(数智金融)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30284，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2eb034533252\",\n      \"school\": \"西安邮电大学\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30528，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_3cc1b30ed104\",\n      \"school\": \"太原理工大学\",\n      \"major\": \"材料科学与工程(太原校区)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30123，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_747f91060eaf\",\n      \"school\": \"延边大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30022，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb67f19286bf\",\n      \"school\": \"海南大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30698，计划 9\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0aa43ea9ed61\",\n      \"school\": \"南通大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30564，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_0dbbd4a6ddde\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"机械设计制造及其自动化(机器人)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30618，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_a9ef2f58f0c4\",\n      \"school\": \"四川师范大学\",\n      \"major\": \"法学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30376，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f2952a490be3\",\n      \"school\": \"北方工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_5b2740e08d75\",\n      \"school\": \"河北工业大学\",\n      \"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)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30405，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_ca9f31a5c50f\",\n      \"school\": \"天津工业大学\",\n      \"major\": \"金融学\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30299，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7b82cb7ef2cf\",\n      \"school\": \"湘潭大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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_ad08cd429db5\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"通信工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30551，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_47ae86aadda0\",\n      \"school\": \"东北大学\",\n      \"major\": \"材料科学与工程(中外合作办学)(国内学年学费30000元/年，国外学费(含注册费)4148欧元/年；建议外语语种为英语或法语的考生报考)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30096，计划 11\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_695f7917a95f\",\n      \"school\": \"西安建筑科技大学\",\n      \"major\": \"法学(纪检监察实验班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30286，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_29a805168881\",\n      \"school\": \"西安工业大学\",\n      \"major\": \"计算机科学与技术(卓越班)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30175，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_55858b865402\",\n      \"school\": \"南京工业大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30662，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c96de6ef3011\",\n      \"school\": \"中国地质大学(武汉)\",\n      \"major\": \"计算机科学与技术(中外合作办学)(大数据方向)(美国伊利诺伊理工大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30663，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_77932930e983\",\n      \"school\": \"西南大学\",\n      \"major\": \"计算机科学与技术(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：新西兰奥克兰大学)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30613，计划 10\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_eb16fafe8f10\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"计算机科学与技术(中外合作办学)(与美国肯尼索州立大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30672，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b498ccbc3179\",\n      \"school\": \"东北师范大学\",\n      \"major\": \"会计学(中外合作办学)(与美国南伊利诺伊大学合作)\",\n      \"source_bucket\": \"safe_pool\",\n      \"slot_rating\": \"slot_01\",\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 30290，计划 4\",\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\": 3131,\n      \"after_selection_requirements\": 2976,\n      \"after_semantic_keywords\": 692,\n      \"returned_count\": 692,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": 681127,\n      \"user_percentile\": 3.67038746078191,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": 30000,\n      \"accepted_rank_max\": 57500,\n      \"equivalent_score\": null,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": null,\n      \"bucket_score_window\": null,\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 692,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 155,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 2284,\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\": 500,\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":"2026-05-19T00:24:29+00:00","completed_at":"2026-05-18T16:25:56.85+00:00","updated_at":"2026-05-19T00:25:56+00:00"},"events":[{"id":24,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:13:56+00:00","payload":{"formMode":null,"province":"山东","subjectType":"物理、化学、地理"}},{"id":25,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:13:56+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":26,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:13:56+00:00","payload":{"source":"generate_request","status":"queued","queueName":"report_generation","maxAttempts":3}},{"id":27,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:13:56+00:00","payload":{"source":"after_response","status":"running","maxAttempts":3,"attemptCount":1}},{"id":28,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:13:56+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":29,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:25:56+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":30,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:25:56+00:00","payload":{"hasContent":true}},{"id":31,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:25:56+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":32,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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":"2026-05-19T00:25:56+00:00","payload":{"status":"success","attemptCount":1}}],"aiCallLogs":[{"id":10,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"student_name\": \"测试02\",\n  \"score\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"decision_maker\": \"学生\",\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    \"cano...","raw_response_excerpt":"{\n  \"selected_canonical_majors\": [\n    {\n      \"canonical_major_name\": \"计算机科学与技术\",\n      \"confidence\": 0.85,\n      \"reason_zh\": \"该专业就业面广，考公考编岗位多，符合学生优先考公考编和国企央企的路径，且与物理、化学选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"软件工程\",\n      \"confidence\": 0.80,\n      \"reason_zh\": \"与计算机类似，就业前景好，适合考研深造和市场化高薪，且选科要求匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"电气工程及其自动化\",\n      \"confidence\": 0.78,\n      \"reason_zh\": \"国企央企需求大，尤其是国家电网等，符合学生路径，且物理化学选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"自动化\",\n      \"confidence\": 0.75,\n      \"reason_zh\": \"工科基础专业，考研和就业面广，适合国企和市场化方向，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"电子信息工程\",\n      \"confidence\": 0.73,\n      \"reason_zh\": \"电子信息类热门，考公考编有岗位，国企和市场化均可，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"通信工程\",\n      \"confidence\": 0.70,\n      \"reason_zh\": \"通信行业国企多，如三大运营商，适合学生路径，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"机械设计制造及其自动化\",\n      \"confidence\": 0.68,\n      \"reason_zh\": \"传统工科，国企需求稳定，适合考研和就业，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"材料科学与工程\",\n      \"confidence\": 0.65,\n      \"reason_zh\": \"材料类基础学科，考研深造有优势，国企有需求，选科匹配。\"\n    },\n    {\n      \"canonical_major_name\": \"会计学\",\n      \"confidence\": 0.72,\n      \"reason_zh\": \"考公考编热门专业，...","duration_ms":11163,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:14:08+00:00"},{"id":11,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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\", \"软件\", \"电气\", \"自动化\", \"电子信息\", \"通信\", \"机械\", \"材料\", \"会计\", \"财务管理\", \"法学\", \"金融\", \"数据科学\", \"人工智能\", \"土木\"],\n    \"school_or_region_keywords\": [\"211\", \"双一流\", \"公办\"],\n    \"query_strategy\": {\n      \"province_scope\": \"national\",\n      \"rank_window\": \"normal\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\n      \"学生明确接受高强度学习，故无需排除高压力专业。\",\n      \"学生职业路径优先考公考编和国企央企，因此推荐专业已涵盖相关方向。\",\n      \"学生可接受出省，故省份范围设为全国。\",\n      \"位次25000在山东属中等，rank_window设为normal。\",\n      \"未发现需要硬排除或软回避的专业关键词。\"\n    ]\n  }\n}","duration_ms":3223,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:14:11+00:00"},{"id":12,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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 interpretin...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_10a0cadf4708\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, structurally valuable as head slot; no geo conflict.\",\n        \"School in 湖南, outside preferred region but accept_out_province=true; no explicit city target, so neutral.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_0ae09cd1d0e9\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, structurally valuable as head slot; no geo conflict.\",\n        \"School in 陕西, outside preferred region but accept_out_province=true; neutral.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_b92d4d59c73f\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, structurally valuable as head slot; no geo conflict.\",\n        \"School in 河北, outside preferred region but accept_out_province=true; neutral.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"round_score\": 75,\n      \"reasons\": [\n        \"slot_01 in reach_pool, structurally valuable as head slot; no geo conflict.\",\n        \"School in 山东 home province, prefer_home_province=unsure gives slight positive signal.\"\n      ]\n    },\n  ...","duration_ms":105557,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:15:57+00:00"},{"id":13,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"platform_preference\": {\n    \"school_preference\": [\n      \"211\",\n      \"双一流\",\n      \"公办优先\"\n    ],\n    \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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      ...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"round_score\": 85,\n      \"reasons\": [\"slot_01 in reach_pool, strong platform fit (211, public)\", \"Explicit school_preference for 211 and public, high platform alignment\"]\n    },\n    {\n      \"candidate_id\": \"local_7317e7689e89\",\n      \"round_score\": 70,\n      \"reasons\": [\"slot_01 in reach_pool, platform includes 985 (higher than preferred 211)\", \"985 is not explicitly preferred, but public is good; slight overreach\"]\n    },\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"round_score\": 85,\n      \"reasons\": [\"slot_01 in reach_pool, strong platform fit (211, public)\", \"Explicit school_preference for 211 and public, high platform alignment\"]\n    },\n    {\n      \"candidate_id\": \"local_235bee134f8c\",\n      \"round_score\": 85,\n      \"reasons\": [\"slot_01 in reach_pool, strong platform fit (211, public)\", \"Explicit school_preference for 211 and public, high platform alignment\"]\n    },\n    {\n      \"candidate_id\": \"local_62218d7f91af\",\n      \"round_score\": 85,\n      \"reasons\": [\"slot_01 in reach_pool, strong platform fit (211, public)\", \"Explicit school_preference for 211 and public, high platform alignmen...","duration_ms":107388,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:17:44+00:00"},{"id":14,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\n    \"rank\": \"25000\",\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"考公 / 考编\",\n      \"国企 / 央企\",\n      \"考研深造\",\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      \"软件工程\",\n      \"电气工程及其自动化\",\n      \"自动化\",\n      \"电子信息工程\",\n      \"通信工程\"\n    ],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n}\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only path-priority alignment such as direct employme...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"round_score\": 75,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score reduced to maintain structural dispersion.\",\n        \"Major is 法学, which supports 考公/考编 path, but path_tags unknown and slot overcrowded.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"round_score\": 80,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score reduced to maintain structural dispersion.\",\n        \"Major is 计算机科学与技术, aligns with multiple paths, but slot overcrowded.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_235bee134f8c\",\n      \"round_score\": 80,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score reduced to maintain structural dispersion.\",\n        \"Major is 电气工程及其自动化, aligns with 国企/央企 path, but slot overcrowded.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_62218d7f91af\",\n      \"round_score\": 75,\n      \"reasons\": [\n        \"slot_01 in reach_pool is overcrowded; score reduced to maintain structural dispersion.\",\n        \"Major is 电子信息工程, aligns with multiple paths, but slot overcrowded.\"\n      ]\n    },\n    {\n      \"candida...","duration_ms":105575,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:19:30+00:00"},{"id":15,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\n{\n  \"selected_canonical_majors\": [\n    \"计算机科学与技术\",\n    \"软件工程\",\n    \"电气工程及其自动化\",\n    \"自动化\",\n    \"电子信息工程\",\n    \"通信工程\",\n    \"机械设计制造及其自动化\",\n    \"材料科学与工程\",\n    \"会计学\",\n    \"财务管理\",\n    \"法学\",\n    \"金融学\",\n    \"数据科学与大数据技术\",\n    \"人工智能\",\n    \"土木工程\"\n  ],\n  \"profile_summary_zh\": \"该生为山东男生，选考物理、化学、地理，高考500分，位次25000。优先考虑考公考编和国企央企，其次考研深造和市场化高薪。偏好211、双一流及公办院校，可接受出省就读。建议选择计算机、电气、自动化等工科专业，或会计、法学等文科专业，以匹配其职业路径。\"\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...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_1942a748dbbd\",\n      \"round_score\": 80,\n      \"reasons\": [\n        \"slot_01 in reach_pool, but many candidates share this slot; score reduced to maintain structural dispersion.\",\n        \"burden:unknown, no conflict with accept_intensive; willing_graduate supports graduate-dependent majors like CS.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_235bee134f8c\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, overcrowded; score lowered to separate from better-supported candidates.\",\n        \"burden:intensive:medium conflicts with accept_intensive=true; downscored.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_22f97ebaed99\",\n      \"round_score\": 80,\n      \"reasons\": [\n        \"slot_01 in reach_pool, overcrowded; score reduced for structural layering.\",\n        \"burden:unknown, no burden conflict; willing_graduate supports law (graduate-dependent).\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_62218d7f91af\",\n      \"round_score\": 60,\n      \"reasons\": [\n        \"slot_01 in reach_pool, overcrowded; score lowered.\",\n        \"burden:intensive:medium conflicts with accept_intensive=true; dow...","duration_ms":100406,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:21:10+00:00"},{"id":16,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"...","raw_response_excerpt":"{\n  \"bucket_summary\": \"本地 reach_pool 候选共 20 条，全部为 slot_01 主体位次冲刺项，位次差距约 7000-11000，属于合理冲刺区间。学生位次 25000，候选最低位次 13867，最高 18572，冲刺依据充分。按路径优先（考公/国企/考研）和 slot_rating 密度调整后，全部保留。\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"中国矿业大学(北京)\",\n      \"major\": \"计算机科学与技术\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"计算机专业可报考大量信息化岗位，但非政法类，需自行备考，竞争激烈。\",\n      \"soe_fit\": \"矿业、能源类央企有信息化需求，学校行业背景有助进入相关国企。\",\n      \"grad_boost\": \"211平台，保研率约20%，计算机学科有硕士点，深造通道较好。\",\n      \"reason\": \"中国矿业大学(北京)是教育部直属211，行业特色鲜明，北京区位就业资源丰富。计算机专业为当前热门，适合考公、国企、考研等多路径。历史最低位次14921，学生位次25000，差距约10000，属于冲刺区间，但计划10人，有一定波动空间。建议放在冲刺区前段，搭配同城或同层次更稳专业组。\",\n      \"risk\": \"位次差距较大，仅靠历史波动可能不够，需当年报考热度下降才有机会。\",\n      \"alternative\": \"中国矿业大学(北京)其他相对冷门专业如安全工程、地质类，位次可能更低。\",\n      \"undergrad_employment\": \"本科可进入IT企业、矿业央企信息化部门、政府机关信息技术岗。\",\n      \"grad_employment\": \"硕士后可进入互联网大厂、科研院所、央企总部研发中心，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"合肥工业大学\",\n      \"major\": \"计算机科学与技术(专业体检要求详见《合肥工业大学2025年全日制普通本科招生章程》)\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"计算机专业可报考公务员信息化岗位，但需注意体检要求可能涉及色觉等。\",\n      \"soe_fit\": \"合工大与机械、汽车、能源等国企合作密切，计算机专业就业面广。\",\n      \"grad_boost\": \"211平台，计算机学科评估B+，保研率约18%，深造质量较高。\",\n...","duration_ms":62257,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:22:13+00:00"},{"id":17,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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_majo...","raw_response_excerpt":"{\n  \"bucket_summary\": \"本地 match_pool 候选包共 50 条，全部位于 slot_01 主体层，位次集中在 25000-27000 之间，与考生位次 25000 匹配良好。所有候选均通过四轮桶内处理保留，无风险标记。输出全部 50 条作为稳妥方案。\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"南京农业大学\",\n      \"major\": \"金融学\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"金融学专业可报考经济类、财会类、税务类等公务员岗位，岗位覆盖面较广，但需注意部分岗位要求应届生或党员身份。\",\n      \"soe_fit\": \"金融学毕业生可进入银行、保险、证券等国企，南京农业大学作为211院校，在长三角地区国企招聘中有一定认可度。\",\n      \"grad_boost\": \"南京农业大学211平台，金融学考研可冲刺本校或更高层次院校，但农大金融学科实力一般，跨考需额外准备。\",\n      \"reason\": \"南京农业大学是211、双一流高校，在江苏及长三角地区认可度高。金融学专业就业面广，适合考公、国企或银行路径。考生位次25000，该校最低位次25048，计划12人，录取概率较高。建议作为稳妥区主力志愿，可搭配同层次211金融学专业。\",\n      \"risk\": \"金融学专业热度较高，历年位次可能有小幅波动，计划12人但竞争仍存。\",\n      \"alternative\": \"安徽大学金融学（位次25443，计划5人），同为211，录取风险略低。\",\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、风控等岗位，或考取公务员。\",\n      \"grad_employment\": \"硕士毕业后可进入券商投行、基金公司、大型国企总部等更高平台，岗位层次和薪资显著提升。\"\n    },\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"安徽大学\",\n      \"major\": \"金融学\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"金融学专业可报考经济类、财会类公务员岗位，安徽大学211身份在选调生中也有一定优势。\",\n      \"soe_fit\": \"安徽大学211背景，金融学毕业生可进入银行、保险、证券等国企，在安徽省内国企就业有地域优势。\",\n      \"grad_boost\": \"211平台有利于考研保研，金融学考研可冲刺985或本校，但需...","duration_ms":135906,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:24:29+00:00"},{"id":18,"report_id":"c7c60faa-caf5-4133-86d3-fc61111515a5","trace_id":"trace_e3ef095c-f9ad-4f2b-9787-d2edd3285605","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\": \"500\",\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    \"211\",\n    \"双一流\",\n    \"公办优先\"\n  ],\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"考公 / 考编\",\n    \"国企 / 央企\",\n    \"考研深造\",\n    \"本科直接就业\",\n    \"市场化高薪\"\n  ],\n  \"interests\": [],\n  \"strong_subjects\": [],\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    \"软件\",\n    \"电气\",\n    \"自动化\",\n    \"电子信息\",\n    \"通信\",\n    \"机械\",\n    \"材料\",\n...","raw_response_excerpt":"{\n  \"bucket_summary\": \"本批次safe_pool共26个候选，全部为slot_01主体保底项，位次窗口在30022-30698之间，低于学生位次25000约5000-5700位，安全边际充足。所有候选均通过四轮桶内处理，无高风险标记。\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"四川农业大学\",\n      \"major\": \"数据科学与大数据技术(雅安校区)\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"中等。数据科学与大数据技术专业在公务员考试中可报考计算机类、大数据管理类岗位，但岗位数量少于计算机科学与技术、软件工程等传统专业。\",\n      \"soe_fit\": \"中等偏上。国企数字化转型需求大，该专业可进入数据中心、信息部门等岗位，但需与计算机专业竞争。\",\n      \"grad_boost\": \"较高。四川农业大学为211高校，保研率约8%，数据科学方向考研可冲击985/211院校，且211平台在调剂中有优势。\",\n      \"reason\": \"四川农业大学是211高校，位于雅安，虽然地理位置偏，但211身份在考公、国企、考研中均有明确优势。数据科学与大数据技术专业属于新兴热门方向，与计算机类紧密相关，就业面宽。录取方面，2023年最低位次30629，学生位次25000，安全余量约5600位，计划3人，属于保底区可靠选择。建议作为保底区主体志愿，搭配同校其他计算机类或电气类专业。\",\n      \"risk\": \"雅安校区地理位置较偏，实习和就业机会不如成都校区，需主动争取校外资源。\",\n      \"alternative\": \"四川农业大学计算机科学与技术(成都校区)或数据科学与大数据技术(成都校区)（如果存在），位次相近。\",\n      \"undergrad_employment\": \"本科毕业可从事数据分析、数据开发、数据运维等岗位，主要就业于互联网、金融、制造业等企业，起薪约6000-10000元/月。\",\n      \"grad_employment\": \"硕士毕业后可进入大型互联网公司算法岗、数据科学家岗位，或进入科研院所、高校，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"保底\",\n      \"school\": \"厦门大学\",\n      \"major\": \"数据科学与大数据技术(厦门大学马来西亚分校招生专业)(学费3万林吉特/学年；全英文授课，非英语语种考生慎报，外语单科不低于120分；入学第一学年内获得专业要求的达标英语成绩后开始学位课程学习；办学地点在马来西亚雪邦)\",\n      \"admission_...","duration_ms":87680,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-19T00:25:56+00:00"}]}}