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/ 央企","考公 / 考编","考研深造","本科直接就业","市场化高薪"],"planning_mode":"full","decision_maker":"学生","strong_subjects":["数学","英语","物理","化学"],"accept_intensive":true,"willing_graduate":true,"accept_adjustment":null,"adjustment_policy":"not_applicable","selected_subjects":["物理","化学","地理"],"accept_out_province":true,"prefer_home_province":"unsure","henan_group_bucket_targets":{"safe_group_count":12,"match_group_count":24,"reach_group_count":12}},"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- slot_rating is assigned from the candidate's normalized score-delta layer inside the current bucket.\n- Numeric slot labels are ordinal score-layer indices, not abstract gradient tags.\n- Smaller slot numbers mean the candidate is closer to the upper score edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the lower or buffer score 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- The reason must mark the previous-year admission score line from the local database: use local database fields such as history, min_score, min_rank, plan_count, or evidence_brief exactly as supplied.\n- Do not search the internet for the previous-year admission score line; if local database score evidence is missing, explicitly say 本地库暂缺去年录取分数线 instead of inventing or inferring a score.\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- Bare rating labels are forbidden for civil_service_friendly, soe_fit, and grad_boost: do not output only 高, 中高, 中等, 一般, 较高, 较弱, 低, true, false, or any other short grade/tag.\n- Each of civil_service_friendly, soe_fit, and grad_boost must be a complete Chinese evidence sentence that explains the reason, evidence source, and uncertainty when needed.\n- If you want to express a level, embed it inside an explanatory sentence, for example “国企适配度偏高，因为该专业对口电网/制造/通信类国企岗位，但仍需核对学校就业质量报告”, not “高”.\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\": \"河南\",\n  \"score\": \"550\",\n  \"rank\": null,\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\": null,\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考公 / 考编\",\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    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"电气\",\n    \"自动化\",\n    \"计算机\",\n    \"软件\",\n    \"通信\",\n    \"机械\",\n    \"土木\",\n    \"会计\",\n    \"金融\",\n    \"法学\",\n    \"汉语言文学\",\n    \"行政管理\",\n    \"工商管理\",\n    \"市场营销\"\n  ],\n  \"school_or_region_keywords\": [],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生选科为物化地，可报理工科及部分文科专业。\",\n    \"学生接受高强度学习，愿意深造，优先国企/央企、考公考编、考研，故推荐工科、经管、法学等专业。\",\n    \"无明确排斥专业，故不设硬排除或软回避。\",\n    \"学生未明确偏好省份，且接受外省，故全国范围检索。\",\n    \"排名缺失，使用正常分数窗口。\"\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_8c472e7582ea\",\n      \"school\": \"厦门理工学院\",\n      \"major\": \"财务管理\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 154978，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1c065ea0e94e\",\n      \"school\": \"肇庆医学院\",\n      \"major\": \"口腔医学技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_246d6973f880\",\n      \"school\": \"河南中医药大学\",\n      \"major\": \"公共管理类\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 40\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_80de8b5eac79\",\n      \"school\": \"沈阳理工大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7eff00792843\",\n      \"school\": \"福建农林大学\",\n      \"major\": \"物流工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_bf074f63f731\",\n      \"school\": \"长春师范大学\",\n      \"major\": \"智能制造工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_40c0f0a136a1\",\n      \"school\": \"江苏第二师范学院\",\n      \"major\": \"数字经济\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_87bccdc449e6\",\n      \"school\": \"德州学院\",\n      \"major\": \"应用统计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8e80ce562479\",\n      \"school\": \"湖南人文科技学院\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_97568df0838f\",\n      \"school\": \"重庆交通大学\",\n      \"major\": \"新闻传播学类\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_04dba32a47f0\",\n      \"school\": \"吉林警察学院\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2228c33f3b86\",\n      \"school\": \"长治医学院\",\n      \"major\": \"生物医学工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9a31aef96c30\",\n      \"school\": \"长治医学院\",\n      \"major\": \"医学影像技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7a36a2b4b401\",\n      \"school\": \"长春工业大学\",\n      \"major\": \"信息管理与信息系统\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_04f5b28c76df\",\n      \"school\": \"重庆工商大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 153171\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_94f8832404ba\",\n      \"school\": \"韩山师范学院\",\n      \"major\": \"食品科学与工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b38b694e0e0d\",\n      \"school\": \"郑州轻工业大学\",\n      \"major\": \"建筑环境与能源应用工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_b2cb81e83c1a\",\n      \"school\": \"河南财经政法大学\",\n      \"major\": \"软件工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 504\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7bf696195009\",\n      \"school\": \"吉首大学\",\n      \"major\": \"针灸推拿学\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_c8abf66bf515\",\n      \"school\": \"湖北理工学院\",\n      \"major\": \"小学教育\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_6b479c790973\",\n      \"school\": \"山西医药学院\",\n      \"major\": \"康复治疗学\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 153171，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_34c5264a8be3\",\n      \"school\": \"长春师范大学\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_62fc38e6c4bd\",\n      \"school\": \"长春工业大学\",\n      \"major\": \"电子商务\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_f1ba571c9a01\",\n      \"school\": \"中原工学院\",\n      \"major\": \"电气工程及其自动化\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": 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\"major_count_after_fill\": 12,\n      \"fill_shortfall\": 0,\n      \"majors\": [\n        {\n          \"name\": \"材料化学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"农业机械化及其自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 526,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_04\"\n        },\n        {\n          \"name\": \"食品科学与工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 526,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_04\"\n        },\n        {\n          \"name\": \"食品质量与安全\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 523,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_07\"\n        },\n        {\n          \"name\": \"应用统计学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 523,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_07\"\n        },\n        {\n          \"name\": \"农学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"生物制药\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"智慧农业\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"机械设计制造及其自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 541,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_09\"\n        },\n        {\n          \"name\": \"电子信息工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 538,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_12\"\n        },\n        {\n          \"name\": \"动物医学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 531,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_19\"\n        },\n        {\n          \"name\": \"水利水电工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 530,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_20\"\n        }\n      ]\n    },\n    {\n      \"school\": \"甘肃中医药大学\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"中药学\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 15,\n      \"major_count_after_fill\": 15,\n      \"fill_shortfall\": 0,\n      \"majors\": [\n        {\n          \"name\": \"中药学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 525,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_05\"\n        },\n        {\n          \"name\": \"卫生检验与检疫\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 524,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_06\"\n        },\n        {\n          \"name\": \"中草药栽培与鉴定\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 524,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_06\"\n        },\n        {\n          \"name\": \"中药制药\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 523,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_07\"\n        },\n        {\n          \"name\": \"食品营养与健康\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"食品质量与安全\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"药学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 521,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_09\"\n        },\n        {\n          \"name\": \"运动康复\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 520,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_10\"\n        },\n        {\n          \"name\": \"中西医临床医学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 559,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_10\"\n        },\n        {\n          \"name\": \"预防医学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 560,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_11\"\n        },\n        {\n          \"name\": \"护理学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 536,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_14\"\n        },\n        {\n          \"name\": \"软件工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 534,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_16\"\n        },\n        {\n          \"name\": \"中医康复学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 565,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_16\"\n        },\n        {\n          \"name\": \"医学检验技术\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 530,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_20\"\n        },\n        {\n          \"name\": \"医学信息工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 530,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_20\"\n        }\n      ]\n    },\n    {\n      \"school\": \"赣南科技学院\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"采矿工程\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 11,\n      \"major_count_after_fill\": 11,\n      \"fill_shortfall\": 0,\n      \"majors\": [\n        {\n          \"name\": \"采矿工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"矿物加工工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"土木工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 528,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_02\"\n        },\n        {\n          \"name\": \"电气工程及其自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 539,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_11\"\n        },\n        {\n          \"name\": \"电子信息工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 535,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_15\"\n        },\n        {\n          \"name\": \"自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 535,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_15\"\n        },\n        {\n          \"name\": \"通信工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 534,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_16\"\n        },\n        {\n          \"name\": \"材料成型及控制工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 533,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_17\"\n        },\n        {\n          \"name\": \"机械电子工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 533,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_17\"\n        },\n        {\n          \"name\": \"物联网工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 533,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_17\"\n        },\n        {\n          \"name\": \"网络空间安全\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 532,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_18\"\n        }\n      ]\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"safe_pool\",\n      \"slice_engine\": \"safe_slice_v2_slot_axis\",\n      \"raw_rows\": 1261,\n      \"after_selection_requirements\": 790,\n      \"after_semantic_keywords\": 790,\n      \"returned_count\": 790,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 550,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        520,\n        529\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 790,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 471,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 0,\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    },\n    \"candidate_table_count\": 508\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河南省教育考试院、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。\n\nhenan_group_packages_json:\n[\n  {\n    \"school\": \"安阳工学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"自动化\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 7,\n    \"major_count_after_fill\": 7,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 528,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"汽车服务工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"人工智能\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"通信工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"智慧交通\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"机械电子工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 532,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_18\"\n      },\n      {\n        \"name\": \"机械设计制造及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 531,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_19\"\n      }\n    ]\n  },\n  {\n    \"school\": \"宝鸡文理学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"机械设计制造及其自动化\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 3,\n    \"major_count_after_fill\": 3,\n    \"fill_shortfall\": 3,\n    \"majors\": [\n      {\n        \"name\": \"机械设计制造及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 520,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_10\"\n      }\n    ]\n  },\n  {\n    \"school\": \"池州学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"电子信息科学与技术\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 8,\n    \"major_count_after_fill\": 8,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"电子信息科学与技术\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"微电子科学与工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"新能源材料与器件\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"环境工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"数学与应用数学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"高分子材料与工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 531,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_19\"\n      },\n      {\n        \"name\": \"计算机科学与技术\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 531,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_19\"\n      }\n    ]\n  },\n  {\n    \"school\": \"重庆工商大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"会计学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 10,\n    \"major_count_after_fill\": 10,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"会计学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"旅游管理\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 554,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"工程管理\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 555,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"物流管理\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 555,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"工商管理类\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 557,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"商务英语\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 557,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"电子商务\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 558,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_09\"\n      },\n      {\n        \"name\": \"工商管理\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 558,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_09\"\n      },\n      {\n        \"name\": \"公共管理类\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 559,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_10\"\n      },\n      {\n        \"name\": \"金融学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 535,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_15\"\n      }\n    ]\n  },\n  {\n    \"school\": \"重庆交通大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"新闻传播学类\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 2,\n    \"major_count_after_fill\": 2,\n    \"fill_shortfall\": 4,\n    \"majors\": [\n      {\n        \"name\": \"新闻传播学类\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"工程造价\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 546,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      }\n    ]\n  },\n  {\n    \"school\": \"大理大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"生物科学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 15,\n    \"major_count_after_fill\": 15,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"生物科学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"通信工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 550,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"环境科学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 548,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"数学与应用数学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 548,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"药学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 551,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 552,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"卫生检验与检疫\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 552,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"动物科学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"英语\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 546,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"园艺\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"口腔医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 554,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"医学影像学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 554,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"临床医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 555,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"电子信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 556,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"化学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 534,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      }\n    ]\n  },\n  {\n    \"school\": \"德州学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"应用统计学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 3,\n    \"major_count_after_fill\": 3,\n    \"fill_shortfall\": 3,\n    \"majors\": [\n      {\n        \"name\": \"应用统计学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"计算机科学与技术\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 536,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_14\"\n      },\n      {\n        \"name\": \"物联网工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 534,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      }\n    ]\n  },\n  {\n    \"school\": \"东南大学成贤学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"机器人工程\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 2,\n    \"major_count_after_fill\": 2,\n    \"fill_shortfall\": 4,\n    \"majors\": [\n      {\n        \"name\": \"机器人工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      }\n    ]\n  },\n  {\n    \"school\": \"福建江夏学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"光电信息科学与工程\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 7,\n    \"major_count_after_fill\": 7,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"光电信息科学与工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"物联网工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"法学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 545,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"工业设计\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"智能建造\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"电子信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 533,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_17\"\n      },\n      {\n        \"name\": \"会计学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 532,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_18\"\n      }\n    ]\n  },\n  {\n    \"school\": \"甘肃农业大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"材料化学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 12,\n    \"major_count_after_fill\": 12,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"材料化学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"农业机械化及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"食品科学与工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"食品质量与安全\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"应用统计学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"农学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"生物制药\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"智慧农业\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"机械设计制造及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 541,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_09\"\n      },\n      {\n        \"name\": \"电子信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 538,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_12\"\n      },\n      {\n        \"name\": \"动物医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 531,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_19\"\n      },\n      {\n        \"name\": \"水利水电工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 530,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_20\"\n      }\n    ]\n  },\n  {\n    \"school\": \"甘肃中医药大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"中药学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 15,\n    \"major_count_after_fill\": 15,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"中药学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 525,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"卫生检验与检疫\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"中草药栽培与鉴定\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"中药制药\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"食品营养与健康\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"食品质量与安全\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"药学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 521,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_09\"\n      },\n      {\n        \"name\": \"运动康复\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 520,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_10\"\n      },\n      {\n        \"name\": \"中西医临床医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 559,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_10\"\n      },\n      {\n        \"name\": \"预防医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 560,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_11\"\n      },\n      {\n        \"name\": \"护理学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 536,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_14\"\n      },\n      {\n        \"name\": \"软件工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 534,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      },\n      {\n        \"name\": \"中医康复学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 565,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      },\n      {\n        \"name\": \"医学检验技术\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 530,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_20\"\n      },\n      {\n        \"name\": \"医学信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 530,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_20\"\n      }\n    ]\n  },\n  {\n    \"school\": \"赣南科技学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"采矿工程\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 11,\n    \"major_count_after_fill\": 11,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"采矿工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"矿物加工工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"土木工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 528,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 539,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_11\"\n      },\n      {\n        \"name\": \"电子信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 535,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_15\"\n      },\n      {\n        \"name\": \"自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 535,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_15\"\n      },\n      {\n        \"name\": \"通信工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 534,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      },\n      {\n        \"name\": \"材料成型及控制工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 533,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_17\"\n      },\n      {\n        \"name\": \"机械电子工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 533,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_17\"\n      },\n      {\n        \"name\": \"物联网工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 533,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_17\"\n      },\n      {\n        \"name\": \"网络空间安全\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 532,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_18\"\n      }\n    ]\n  }\n]\n\nIf henan_group_packages_json is non-empty, every plan must map to an existing school group anchor major; you cannot add a new school group, cannot move majors across groups, and cannot break the runtime-fixed group boundary.\nIf henan_group_packages_json is non-empty, visible intensity, graduate-dependency, medical, or special-note risks must be surfaced through risk and reason fields instead of being silently deleted.","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- slot_rating is assigned from the candidate's normalized score-delta layer inside the current bucket.\n- Numeric slot labels are ordinal score-layer indices, not abstract gradient tags.\n- Smaller slot numbers mean the candidate is closer to the upper score edge of that bucket.\n- Larger slot numbers mean the candidate is closer to the lower or buffer score 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- The reason must mark the previous-year admission score line from the local database: use local database fields such as history, min_score, min_rank, plan_count, or evidence_brief exactly as supplied.\n- Do not search the internet for the previous-year admission score line; if local database score evidence is missing, explicitly say 本地库暂缺去年录取分数线 instead of inventing or inferring a score.\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- Bare rating labels are forbidden for civil_service_friendly, soe_fit, and grad_boost: do not output only 高, 中高, 中等, 一般, 较高, 较弱, 低, true, false, or any other short grade/tag.\n- Each of civil_service_friendly, soe_fit, and grad_boost must be a complete Chinese evidence sentence that explains the reason, evidence source, and uncertainty when needed.\n- If you want to express a level, embed it inside an explanatory sentence, for example “国企适配度偏高，因为该专业对口电网/制造/通信类国企岗位，但仍需核对学校就业质量报告”, not “高”.\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\": \"河南\",\n  \"score\": \"550\",\n  \"rank\": null,\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\": null,\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考公 / 考编\",\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    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"电气\",\n    \"自动化\",\n    \"计算机\",\n    \"软件\",\n    \"通信\",\n    \"机械\",\n    \"土木\",\n    \"会计\",\n    \"金融\",\n    \"法学\",\n    \"汉语言文学\",\n    \"行政管理\",\n    \"工商管理\",\n    \"市场营销\"\n  ],\n  \"school_or_region_keywords\": [],\n  \"query_strategy\": {\n    \"province_scope\": \"national\",\n    \"rank_window\": \"normal\",\n    \"candidate_target_count\": 240\n  },\n  \"interpretation_notes\": [\n    \"学生选科为物化地，可报理工科及部分文科专业。\",\n    \"学生接受高强度学习，愿意深造，优先国企/央企、考公考编、考研，故推荐工科、经管、法学等专业。\",\n    \"无明确排斥专业，故不设硬排除或软回避。\",\n    \"学生未明确偏好省份，且接受外省，故全国范围检索。\",\n    \"排名缺失，使用正常分数窗口。\"\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_8c472e7582ea\",\n      \"school\": \"厦门理工学院\",\n      \"major\": \"财务管理\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 154978，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_1c065ea0e94e\",\n      \"school\": \"肇庆医学院\",\n      \"major\": \"口腔医学技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 1\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_246d6973f880\",\n      \"school\": \"河南中医药大学\",\n      \"major\": \"公共管理类\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 40\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_80de8b5eac79\",\n      \"school\": \"沈阳理工大学\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 6\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_7eff00792843\",\n      \"school\": \"福建农林大学\",\n      \"major\": \"物流工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 2\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_bf074f63f731\",\n      \"school\": \"长春师范大学\",\n      \"major\": \"智能制造工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750，计划 8\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_40c0f0a136a1\",\n      \"school\": \"江苏第二师范学院\",\n      \"major\": \"数字经济\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_87bccdc449e6\",\n      \"school\": \"德州学院\",\n      \"major\": \"应用统计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_8e80ce562479\",\n      \"school\": \"湖南人文科技学院\",\n      \"major\": \"人工智能\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 5\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_97568df0838f\",\n      \"school\": \"重庆交通大学\",\n      \"major\": \"新闻传播学类\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 3\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_04dba32a47f0\",\n      \"school\": \"吉林警察学院\",\n      \"major\": \"计算机科学与技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_02\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -22,\n      \"min_score\": 528,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 528，位次 156750\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_2228c33f3b86\",\n      \"school\": \"长治医学院\",\n      \"major\": \"生物医学工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 154977，计划 4\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_9a31aef96c30\",\n      \"school\": \"长治医学院\",\n      \"major\": \"医学影像技术\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n 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\"school\": \"重庆工商大学\",\n      \"major\": \"会计学\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": -21,\n      \"min_score\": 529,\n      \"min_rank\": null,\n      \"plan_count\": null,\n      \"keep_reason\": \"通过四轮桶内处理后保留\",\n      \"evidence_brief\": \"最低分 529，位次 153171\",\n      \"risk_flags\": []\n    },\n    {\n      \"candidate_id\": \"local_94f8832404ba\",\n      \"school\": \"韩山师范学院\",\n      \"major\": \"食品科学与工程\",\n      \"source_bucket\": \"safe_pool\",\n      \"record_code\": \"\",\n      \"school_code\": \"\",\n      \"major_code\": \"\",\n      \"professional_group\": \"\",\n      \"selection_requirements\": \"\",\n      \"slot_rating\": \"slot_01\",\n      \"slot_label\": \"上沿\",\n      \"physical_score_delta\": 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\"slot_09\"\n        },\n        {\n          \"name\": \"公共管理类\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 559,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_10\"\n        },\n        {\n          \"name\": \"金融学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 535,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_15\"\n        }\n      ]\n    },\n    {\n      \"school\": \"重庆交通大学\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"新闻传播学类\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 2,\n      \"major_count_after_fill\": 2,\n      \"fill_shortfall\": 4,\n      \"majors\": [\n        {\n          \"name\": \"新闻传播学类\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"工程造价\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 546,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_04\"\n        }\n      ]\n    },\n    {\n      \"school\": \"大理大学\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"生物科学\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 15,\n      \"major_count_after_fill\": 15,\n      \"fill_shortfall\": 0,\n      \"majors\": [\n        {\n          \"name\": \"生物科学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"通信工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 550,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"环境科学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 548,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_02\"\n        },\n        {\n          \"name\": \"数学与应用数学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 548,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_02\"\n        },\n        {\n          \"name\": \"药学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 551,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_02\"\n        },\n        {\n          \"name\": \"电气工程及其自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 552,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_03\"\n        },\n        {\n          \"name\": \"卫生检验与检疫\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 552,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_03\"\n        },\n        {\n          \"name\": \"动物科学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 526,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_04\"\n        },\n        {\n          \"name\": \"英语\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 546,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_04\"\n        },\n        {\n          \"name\": \"园艺\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 526,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_04\"\n        },\n        {\n          \"name\": \"口腔医学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 554,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_05\"\n        },\n        {\n          \"name\": \"医学影像学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 554,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_05\"\n        },\n        {\n          \"name\": \"临床医学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 555,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_06\"\n        },\n        {\n          \"name\": \"电子信息工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 556,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_07\"\n        },\n        {\n          \"name\": \"化学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 534,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_16\"\n        }\n      ]\n    },\n    {\n      \"school\": \"德州学院\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"应用统计学\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 3,\n      \"major_count_after_fill\": 3,\n      \"fill_shortfall\": 3,\n      \"majors\": [\n        {\n          \"name\": \"应用统计学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"计算机科学与技术\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 536,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_14\"\n        },\n        {\n          \"name\": \"物联网工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 534,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_16\"\n        }\n      ]\n    },\n    {\n      \"school\": \"东南大学成贤学院\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"机器人工程\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 2,\n      \"major_count_after_fill\": 2,\n      \"fill_shortfall\": 4,\n      \"majors\": [\n        {\n          \"name\": \"机器人工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 527,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_03\"\n        },\n        {\n          \"name\": \"电气工程及其自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 523,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_07\"\n        }\n      ]\n    },\n    {\n      \"school\": \"福建江夏学院\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"光电信息科学与工程\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 7,\n      \"major_count_after_fill\": 7,\n      \"fill_shortfall\": 0,\n      \"majors\": [\n        {\n          \"name\": \"光电信息科学与工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 527,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_03\"\n        },\n        {\n          \"name\": \"物联网工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 527,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_03\"\n        },\n        {\n          \"name\": \"法学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 545,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_05\"\n        },\n        {\n          \"name\": \"工业设计\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 524,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_06\"\n        },\n        {\n          \"name\": \"智能建造\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 524,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_06\"\n        },\n        {\n          \"name\": \"电子信息工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 533,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_17\"\n        },\n        {\n          \"name\": \"会计学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 532,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_18\"\n        }\n      ]\n    },\n    {\n      \"school\": \"甘肃农业大学\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"材料化学\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 12,\n      \"major_count_after_fill\": 12,\n      \"fill_shortfall\": 0,\n      \"majors\": [\n        {\n          \"name\": \"材料化学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"农业机械化及其自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 526,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_04\"\n        },\n        {\n          \"name\": \"食品科学与工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 526,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_04\"\n        },\n        {\n          \"name\": \"食品质量与安全\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 523,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_07\"\n        },\n        {\n          \"name\": \"应用统计学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 523,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_07\"\n        },\n        {\n          \"name\": \"农学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"生物制药\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"智慧农业\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"机械设计制造及其自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 541,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_09\"\n        },\n        {\n          \"name\": \"电子信息工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 538,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_12\"\n        },\n        {\n          \"name\": \"动物医学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 531,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_19\"\n        },\n        {\n          \"name\": \"水利水电工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 530,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_20\"\n        }\n      ]\n    },\n    {\n      \"school\": \"甘肃中医药大学\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"中药学\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 15,\n      \"major_count_after_fill\": 15,\n      \"fill_shortfall\": 0,\n      \"majors\": [\n        {\n          \"name\": \"中药学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 525,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_05\"\n        },\n        {\n          \"name\": \"卫生检验与检疫\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 524,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_06\"\n        },\n        {\n          \"name\": \"中草药栽培与鉴定\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 524,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_06\"\n        },\n        {\n          \"name\": \"中药制药\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 523,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_07\"\n        },\n        {\n          \"name\": \"食品营养与健康\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"食品质量与安全\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 522,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_08\"\n        },\n        {\n          \"name\": \"药学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 521,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_09\"\n        },\n        {\n          \"name\": \"运动康复\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 520,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_10\"\n        },\n        {\n          \"name\": \"中西医临床医学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 559,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_10\"\n        },\n        {\n          \"name\": \"预防医学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 560,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_11\"\n        },\n        {\n          \"name\": \"护理学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 536,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_14\"\n        },\n        {\n          \"name\": \"软件工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 534,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_16\"\n        },\n        {\n          \"name\": \"中医康复学\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"reach_pool\",\n          \"min_score\": 565,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_16\"\n        },\n        {\n          \"name\": \"医学检验技术\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 530,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_20\"\n        },\n        {\n          \"name\": \"医学信息工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 530,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_20\"\n        }\n      ]\n    },\n    {\n      \"school\": \"赣南科技学院\",\n      \"bucket\": \"safe_pool\",\n      \"anchor_major\": \"采矿工程\",\n      \"anchor_score\": 0,\n      \"major_count_before_fill\": 11,\n      \"major_count_after_fill\": 11,\n      \"fill_shortfall\": 0,\n      \"majors\": [\n        {\n          \"name\": \"采矿工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"矿物加工工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 529,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_01\"\n        },\n        {\n          \"name\": \"土木工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"safe_pool\",\n          \"min_score\": 528,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_02\"\n        },\n        {\n          \"name\": \"电气工程及其自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 539,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_11\"\n        },\n        {\n          \"name\": \"电子信息工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 535,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_15\"\n        },\n        {\n          \"name\": \"自动化\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 535,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_15\"\n        },\n        {\n          \"name\": \"通信工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 534,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_16\"\n        },\n        {\n          \"name\": \"材料成型及控制工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 533,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_17\"\n        },\n        {\n          \"name\": \"机械电子工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 533,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_17\"\n        },\n        {\n          \"name\": \"物联网工程\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 533,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_17\"\n        },\n        {\n          \"name\": \"网络空间安全\",\n          \"source\": \"seed\",\n          \"source_bucket\": \"match_pool\",\n          \"min_score\": 532,\n          \"min_rank\": null,\n          \"slot_rating\": \"slot_18\"\n        }\n      ]\n    }\n  ],\n  \"recall_summary\": {\n    \"reference_pool\": {\n      \"pool_name\": \"safe_pool\",\n      \"slice_engine\": \"safe_slice_v2_slot_axis\",\n      \"raw_rows\": 1261,\n      \"after_selection_requirements\": 790,\n      \"after_semantic_keywords\": 790,\n      \"returned_count\": 790,\n      \"adaptive_window_enabled\": false,\n      \"cohort_size\": null,\n      \"user_percentile\": null,\n      \"accepted_ladder_level\": null,\n      \"accepted_gap_pp_min\": null,\n      \"accepted_gap_pp_max\": null,\n      \"accepted_rank_min\": null,\n      \"accepted_rank_max\": null,\n      \"equivalent_score\": 550,\n      \"equivalent_score_source_year\": null,\n      \"equivalent_score_source_scope\": null,\n      \"equivalent_score_source_basis\": \"input_score\",\n      \"bucket_score_window\": [\n        520,\n        529\n      ],\n      \"probe_counts_by_level\": [],\n      \"effective_count\": 790,\n      \"overflow\": false,\n      \"underfilled_by_supply\": false,\n      \"excluded_by_selection_requirements\": 471,\n      \"excluded_by_semantic_keywords\": 0,\n      \"excluded_by_major_include_keywords\": 0,\n      \"excluded_by_canonical_major\": 0,\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    },\n    \"candidate_table_count\": 508\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河南省教育考试院、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。\n\nhenan_group_packages_json:\n[\n  {\n    \"school\": \"安阳工学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"自动化\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 7,\n    \"major_count_after_fill\": 7,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 528,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"汽车服务工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"人工智能\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"通信工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"智慧交通\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"机械电子工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 532,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_18\"\n      },\n      {\n        \"name\": \"机械设计制造及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 531,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_19\"\n      }\n    ]\n  },\n  {\n    \"school\": \"宝鸡文理学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"机械设计制造及其自动化\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 3,\n    \"major_count_after_fill\": 3,\n    \"fill_shortfall\": 3,\n    \"majors\": [\n      {\n        \"name\": \"机械设计制造及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 520,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_10\"\n      }\n    ]\n  },\n  {\n    \"school\": \"池州学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"电子信息科学与技术\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 8,\n    \"major_count_after_fill\": 8,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"电子信息科学与技术\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"微电子科学与工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"新能源材料与器件\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"环境工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"数学与应用数学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"高分子材料与工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 531,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_19\"\n      },\n      {\n        \"name\": \"计算机科学与技术\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 531,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_19\"\n      }\n    ]\n  },\n  {\n    \"school\": \"重庆工商大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"会计学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 10,\n    \"major_count_after_fill\": 10,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"会计学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"旅游管理\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 554,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"工程管理\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 555,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"物流管理\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 555,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"工商管理类\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 557,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"商务英语\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 557,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"电子商务\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 558,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_09\"\n      },\n      {\n        \"name\": \"工商管理\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 558,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_09\"\n      },\n      {\n        \"name\": \"公共管理类\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 559,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_10\"\n      },\n      {\n        \"name\": \"金融学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 535,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_15\"\n      }\n    ]\n  },\n  {\n    \"school\": \"重庆交通大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"新闻传播学类\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 2,\n    \"major_count_after_fill\": 2,\n    \"fill_shortfall\": 4,\n    \"majors\": [\n      {\n        \"name\": \"新闻传播学类\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"工程造价\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 546,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      }\n    ]\n  },\n  {\n    \"school\": \"大理大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"生物科学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 15,\n    \"major_count_after_fill\": 15,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"生物科学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"通信工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 550,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"环境科学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 548,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"数学与应用数学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 548,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"药学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 551,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 552,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"卫生检验与检疫\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 552,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"动物科学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"英语\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 546,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"园艺\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"口腔医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 554,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"医学影像学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 554,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"临床医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 555,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"电子信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 556,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"化学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 534,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      }\n    ]\n  },\n  {\n    \"school\": \"德州学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"应用统计学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 3,\n    \"major_count_after_fill\": 3,\n    \"fill_shortfall\": 3,\n    \"majors\": [\n      {\n        \"name\": \"应用统计学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"计算机科学与技术\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 536,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_14\"\n      },\n      {\n        \"name\": \"物联网工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 534,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      }\n    ]\n  },\n  {\n    \"school\": \"东南大学成贤学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"机器人工程\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 2,\n    \"major_count_after_fill\": 2,\n    \"fill_shortfall\": 4,\n    \"majors\": [\n      {\n        \"name\": \"机器人工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      }\n    ]\n  },\n  {\n    \"school\": \"福建江夏学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"光电信息科学与工程\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 7,\n    \"major_count_after_fill\": 7,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"光电信息科学与工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"物联网工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 527,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_03\"\n      },\n      {\n        \"name\": \"法学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 545,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"工业设计\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"智能建造\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"电子信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 533,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_17\"\n      },\n      {\n        \"name\": \"会计学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 532,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_18\"\n      }\n    ]\n  },\n  {\n    \"school\": \"甘肃农业大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"材料化学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 12,\n    \"major_count_after_fill\": 12,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"材料化学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"农业机械化及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"食品科学与工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 526,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_04\"\n      },\n      {\n        \"name\": \"食品质量与安全\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"应用统计学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"农学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"生物制药\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"智慧农业\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"机械设计制造及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 541,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_09\"\n      },\n      {\n        \"name\": \"电子信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 538,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_12\"\n      },\n      {\n        \"name\": \"动物医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 531,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_19\"\n      },\n      {\n        \"name\": \"水利水电工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 530,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_20\"\n      }\n    ]\n  },\n  {\n    \"school\": \"甘肃中医药大学\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"中药学\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 15,\n    \"major_count_after_fill\": 15,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"中药学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 525,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_05\"\n      },\n      {\n        \"name\": \"卫生检验与检疫\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"中草药栽培与鉴定\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 524,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_06\"\n      },\n      {\n        \"name\": \"中药制药\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 523,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_07\"\n      },\n      {\n        \"name\": \"食品营养与健康\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"食品质量与安全\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 522,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_08\"\n      },\n      {\n        \"name\": \"药学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 521,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_09\"\n      },\n      {\n        \"name\": \"运动康复\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 520,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_10\"\n      },\n      {\n        \"name\": \"中西医临床医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 559,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_10\"\n      },\n      {\n        \"name\": \"预防医学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 560,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_11\"\n      },\n      {\n        \"name\": \"护理学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 536,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_14\"\n      },\n      {\n        \"name\": \"软件工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 534,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      },\n      {\n        \"name\": \"中医康复学\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"reach_pool\",\n        \"min_score\": 565,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      },\n      {\n        \"name\": \"医学检验技术\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 530,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_20\"\n      },\n      {\n        \"name\": \"医学信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 530,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_20\"\n      }\n    ]\n  },\n  {\n    \"school\": \"赣南科技学院\",\n    \"bucket\": \"safe_pool\",\n    \"anchor_major\": \"采矿工程\",\n    \"anchor_score\": 0,\n    \"major_count_before_fill\": 11,\n    \"major_count_after_fill\": 11,\n    \"fill_shortfall\": 0,\n    \"majors\": [\n      {\n        \"name\": \"采矿工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"矿物加工工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 529,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_01\"\n      },\n      {\n        \"name\": \"土木工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"safe_pool\",\n        \"min_score\": 528,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_02\"\n      },\n      {\n        \"name\": \"电气工程及其自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 539,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_11\"\n      },\n      {\n        \"name\": \"电子信息工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 535,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_15\"\n      },\n      {\n        \"name\": \"自动化\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 535,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_15\"\n      },\n      {\n        \"name\": \"通信工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 534,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_16\"\n      },\n      {\n        \"name\": \"材料成型及控制工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 533,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_17\"\n      },\n      {\n        \"name\": \"机械电子工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 533,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_17\"\n      },\n      {\n        \"name\": \"物联网工程\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 533,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_17\"\n      },\n      {\n        \"name\": \"网络空间安全\",\n        \"source\": \"seed\",\n        \"source_bucket\": \"match_pool\",\n        \"min_score\": 532,\n        \"min_rank\": null,\n        \"slot_rating\": \"slot_18\"\n      }\n    ]\n  }\n]\n\nIf henan_group_packages_json is non-empty, every plan must map to an existing school group anchor major; you cannot add a new school group, cannot move majors across groups, and cannot break the runtime-fixed group boundary.\nIf henan_group_packages_json is non-empty, visible intensity, graduate-dependency, medical, or special-note risks must be surfaced through risk and reason fields instead of being silently deleted."}],"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":"2026-05-28T23:03:30+00:00","completed_at":"2026-05-28T15:05:01.998+00:00","updated_at":"2026-05-28T23:05:01+00:00"},"events":[{"id":85,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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":"河南","subjectType":"物理、化学、地理"},"created_at":"2026-05-28T22:55:51+00:00","payload":{"formMode":null,"province":"河南","subjectType":"物理、化学、地理"}},{"id":86,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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":"2026-05-28T22:55:51+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":87,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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":"2026-05-28T22:55:51+00:00","payload":{"source":"generate_request","status":"queued","queueName":"report_generation","maxAttempts":3}},{"id":88,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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":"2026-05-28T22:55:51+00:00","payload":{"source":"after_response","status":"running","maxAttempts":3,"attemptCount":1}},{"id":89,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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":"2026-05-28T22:55:51+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":90,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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":"2026-05-28T23:05:02+00:00","payload":{"errorCode":null,"errorMessage":null,"lastErrorStage":null}},{"id":91,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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":"2026-05-28T23:05:02+00:00","payload":{"hasContent":true}},{"id":92,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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":"2026-05-28T23:05:02+00:00","payload":{"status":"success","attemptCount":1}}],"aiCallLogs":[{"id":40,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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\": \"河南\",\n  \"score\": \"550\",\n  \"rank\": null,\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\": null,\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考公 / 考编\",\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    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\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\": [\"电气\", \"自动化\", \"计算机\", \"软件\", \"通信\", \"机械\", \"土木\", \"会计\", \"金融\", \"法学\", \"汉语言文学\", \"行政管理\", \"工商管理\", \"市场营销\"],\n    \"school_or_region_keywords\": [],\n    \"query_strategy\": {\n      \"province_scope\": \"national\",\n      \"rank_window\": \"normal\",\n      \"candidate_target_count\": 240\n    },\n    \"interpretation_notes\": [\n      \"学生选科为物化地，可报理工科及部分文科专业。\",\n      \"学生接受高强度学习，愿意深造，优先国企/央企、考公考编、考研，故推荐工科、经管、法学等专业。\",\n      \"无明确排斥专业，故不设硬排除或软回避。\",\n      \"学生未明确偏好省份，且接受外省，故全国范围检索。\",\n      \"排名缺失，使用正常分数窗口。\"\n    ]\n  }\n}","duration_ms":4455,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-28T22:55:56+00:00"},{"id":41,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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 the Henan Guided gaokao planning workflow.\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 Henan Guided Stage3 workflow.\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 Henan 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.\nFor Henan, this round supports downstream school-group assembly rather than fixed per-bucket final-count cutting.\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\": \"s...","user_prompt_excerpt":"Score the provided candidates for the stage3 geo round.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"河南\",\n    \"score\": \"550\",\n    \"rank\": null,\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:\nnull\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\": \"河南\",\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 ...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_ffaedf8816fa\",\n      \"round_score\": 50,\n      \"reasons\": [\n        \"slot_16 is a buffer slot in reach_pool; many candidates share this slot, so structural dispersion is needed.\",\n        \"School in 四川, outside preferred region; accept_out_province true, but no explicit city target; mild negative.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_9c4c1d3511db\",\n      \"round_score\": 55,\n      \"reasons\": [\n        \"slot_13 is a middle slot in reach_pool; relatively sparse, so upscore for structural layering.\",\n        \"School in 黑龙江, outside preferred region; accept_out_province true; no strong geo conflict.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_e5c7f3206e04\",\n      \"round_score\": 45,\n      \"reasons\": [\n        \"slot_16 is overcrowded in reach_pool; downscore to avoid concentration.\",\n        \"School in 西藏, outside preferred region; no explicit city target; neutral geo.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_e869c7f7003f\",\n      \"round_score\": 45,\n      \"reasons\": [\n        \"slot_16 is overcrowded; downscore for structural dispersion.\",\n        \"School in 辽宁, outside preferred region; accept_out_pro...","duration_ms":128649,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-28T22:58:06+00:00"},{"id":42,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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 the Henan Guided gaokao planning workflow.\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 Henan Guided Stage3 workflow.\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 Henan 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.\nFor Henan, this round supports downstream school-group assembly rather than fixed per-bucket final-count cutting.\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\": \"...","user_prompt_excerpt":"Score the provided candidates for the stage3 path round.\n\nround_profile_compact_json:\n{\n  \"score_rank_baseline\": {\n    \"province\": \"河南\",\n    \"score\": \"550\",\n    \"rank\": null,\n    \"subject_type\": \"物理、化学、地理\"\n  },\n  \"path_preference\": {\n    \"path_priority\": [\n      \"国企 / 央企\",\n      \"考公 / 考编\",\n      \"考研深造\",\n      \"本科直接就业\",\n      \"市场化高薪\"\n    ],\n    \"selected_canonical_majors\": [],\n    \"preferred_major_families_zh\": [],\n    \"profile_summary_zh\": null\n  }\n}\n\nprofile_summary_for_downstream_ai_json:\nnull\n\nstudent_interpretation_json:\n{\n  \"round_focus\": \"Judge only path-priority alignment such as direct employment, SOE, graduate study, or market-oriented tracks.\",\n  \"use_rule\": \"Path scoring should reward repeated route preference, but should not overwrite the bucket structure by itself.\",\n  \"fields\": [\n    {\n      \"field\": \"path_priority\",\n      \"value\": [\n        \"国企 / 央企\",\n        \"考公 / 考编\",\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_missin...","raw_response_excerpt":"{\n  \"candidate_scores\": [\n    {\n      \"candidate_id\": \"local_d9e86504d2b1\",\n      \"round_score\": 50,\n      \"reasons\": [\n        \"slot_01 in reach_pool is a high-density head slot; score reduced to avoid overcrowding.\",\n        \"Major 通信工程 has moderate alignment with SOE/央企 path but no explicit path signal.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_1e0d041833f7\",\n      \"round_score\": 40,\n      \"reasons\": [\n        \"slot_02 in reach_pool is also dense; score lowered for structural balance.\",\n        \"Major 英语 has weak direct path alignment with preferred SOE/考公 paths.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_be0ea6837e1d\",\n      \"round_score\": 55,\n      \"reasons\": [\n        \"slot_03 in reach_pool is moderately dense; slight upscore for structural dispersion.\",\n        \"Major 电气工程及其自动化 aligns well with SOE/央企 path.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_6ee73467707d\",\n      \"round_score\": 50,\n      \"reasons\": [\n        \"slot_04 in reach_pool is moderately dense; score kept moderate.\",\n        \"Major 法学 aligns with 考公/考编 path, but no explicit path tag.\"\n      ]\n    },\n    {\n      \"candidate_id\": \"local_9da71ec34417\",\n      \"round_score\": 45,\n      \"reason...","duration_ms":102978,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-28T22:59:49+00:00"},{"id":43,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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- slot_rating is assigned from the candidate's normalized score-delta layer inside the current bucket.\n- Numeric slot labels are ordinal score-layer indices, not abstract gradient tags.\n- Smaller slot numbers mean the candidate is closer to the upper score edge of that bucket.\n- Larger slot numbers mean the ca...","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\": \"河南\",\n  \"score\": \"550\",\n  \"rank\": null,\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\": null,\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考公 / 考编\",\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    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"电气\",\n    \"自动化\",\n    \"计算机\",\n    \"软件\",\n    \"通信\",\n    \"机械\",\n    \"土木\",\n  ...","raw_response_excerpt":"{\n  \"bucket_summary\": \"本批次 reach_pool 候选包共 937 条，经冲刺桶判定流程筛选后，最终输出 25 条冲刺志愿。筛选依据包括：合理冲刺依据（分数/位次波动空间）、硬约束不冲突、冲刺收益（院校层次、专业路径、就业出口）、风险可解释。优先保留与国企/央企、考公考编、考研深造路径匹配的工科、经管、法学类专业，排除录取差距过大、专业收益不清或风险无法具体说明的候选。由于本地候选充足，未出现短缺。\",\n  \"plans\": [\n    {\n      \"type\": \"冲刺\",\n      \"school\": \"安徽财经大学\",\n      \"major\": \"旅游管理\",\n      \"admission_rate\": \"冲刺\",\n      \"civil_service_friendly\": \"旅游管理专业在考公中岗位较少，主要面向文旅局、旅游局等，但竞争激烈；选调生考试中部分省份不限专业，可尝试，但整体考公适配度偏低。\",\n      \"soe_fit\": \"旅游管理专业在国企中岗位有限，主要面向文旅集团、酒店管理公司等，但学生若辅修会计或管理类课程，可拓宽至行政、人力等岗位，适配度中等偏下。\",\n      \"grad_boost\": \"安徽财经大学为财经类院校，考研氛围较好，旅游管理专业可跨考工商管理、旅游管理硕士（MTA）等，但需补充数学或管理学基础，考研提升空间中等。\",\n      \"reason\": \"安徽财经大学是安徽省重点财经院校，在财经领域有较高认可度，尤其在长三角地区就业有地域优势。旅游管理专业虽非该校王牌，但属于管理学门类，学生可辅修会计或金融课程，为考公、国企或考研打下基础。去年在河南最低分 552 分（位次约 114348），学生 550 分差距约 2 分，属于合理冲刺区间。建议放在冲刺区前段，同时搭配一所省内稳妥院校如河南财经政法大学的相关专业作为保底。\",\n      \"risk\": \"旅游管理专业就业面相对较窄，且近年旅游行业受经济周期影响较大，若学生未辅修其他技能，本科直接就业竞争力有限。\",\n      \"alternative\": \"安徽财经大学 电子商务（560分，slot_11），分数要求更高但专业就业面更广，可考虑放在冲刺区中段。\",\n      \"undergrad_employment\": \"本科毕业后主要进入旅行社、酒店、景区等旅游相关企业，从事运营、策划、销售等岗位，或进入一般企业的行政、客服部门，起薪中等。\",\n      \"grad_employment\": \"考研后可进入旅游管理硕士（MTA）、工商管理硕士（MBA）等深造，毕业后可进入旅游规划院、大型文旅集团的管理岗位，或通过选调生进入文旅系统，职业天花板明显提升。\"\n    },\n    {\n      \"type...","duration_ms":64678,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-28T23:00:54+00:00"},{"id":44,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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- slot_rating is assigned from the candidate's normalized score-delta layer inside the current bucket.\n- Numeric slot labels are ordinal score-layer indices, not abstract gradient tags.\n- Smaller slot numbers mean the candidat...","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\": \"河南\",\n  \"score\": \"550\",\n  \"rank\": null,\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\": null,\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考公 / 考编\",\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    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid...","raw_response_excerpt":"{\n  \"bucket_summary\": \"基于河南550分物化地男生，match_pool候选包共1036条，优先保留与国企/央企、考公考编、考研路径匹配且录取风险可控的候选，最终输出45条稳妥方案。\",\n  \"plans\": [\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"安徽医科大学\",\n      \"major\": \"运动康复\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"运动康复专业可报考卫健委、体育局、残联等事业单位的康复治疗或运动医学岗位，但岗位数量有限，需结合具体招考目录确认。\",\n      \"soe_fit\": \"该专业主要面向医疗康复机构，国企对口岗位较少，但可进入大型企业健康管理中心或体育产业国企。\",\n      \"grad_boost\": \"可报考运动医学、康复医学与理疗学等研究生，安徽医科大学临床医学学科实力较强，深造平台较好。\",\n      \"reason\": \"安徽医科大学是安徽省属重点医科大学，临床医学学科实力较强，在华东地区医疗系统有较高认可度。运动康复专业属于医学技术类，培养具备康复治疗和运动损伤防护能力的专门人才，适合对医学康复感兴趣的学生。本地库显示去年最低分543分，位次约129826，计划1人，考生550分超出7分，位次优势明显，属于稳妥区前段。建议将该专业作为稳妥区主力志愿，同时搭配同校或同层次医学院校的康复治疗学、医学检验技术等专业作为备选。\",\n      \"risk\": \"招生计划仅1人，录取存在一定不确定性；运动康复专业对口岗位竞争较激烈。\",\n      \"alternative\": \"可考虑安徽中医药大学的康复治疗学或医学检验技术，分数相近且计划更多。\",\n      \"undergrad_employment\": \"本科毕业后主要进入医院康复科、运动队、康复中心等从事康复治疗师工作。\",\n      \"grad_employment\": \"硕士毕业后可进入三甲医院康复医学科、高校任教或科研机构，职业发展空间更大。\"\n    },\n    {\n      \"type\": \"稳妥\",\n      \"school\": \"安徽中医药大学\",\n      \"major\": \"护理学\",\n      \"admission_rate\": \"稳妥\",\n      \"civil_service_friendly\": \"护理学专业可报考卫健委、医院等事业单位的护理岗位，考公岗位较少但考编机会较多。\",\n      \"soe_fit\": \"国企医院、疗养院、健康产业集团对护理专业有稳定需求，就业渠道较广。\",\n      \"grad_boost\": \"可报考护理学、公共卫生等专业研究生，安...","duration_ms":155527,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-28T23:03:30+00:00"},{"id":45,"report_id":"f11f5f0f-ef12-4c08-83b6-ade5cffdac19","trace_id":"trace_3a2eb2e4-2570-4a60-a078-4d2f28d6981b","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- slot_rating is assigned from the candidate's normalized score-delta layer inside the current bucket.\n- Numeric slot labels are ordinal score-layer indices, not abstract gradient tags.\n- Smaller slot numbers mean the candidate is closer to the upper score edge of that bucket.\n- Larger slot numbers mean the can...","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\": \"河南\",\n  \"score\": \"550\",\n  \"rank\": null,\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\": null,\n  \"prefer_home_province\": \"unsure\",\n  \"decision_maker\": \"学生\",\n  \"path_priority\": [\n    \"国企 / 央企\",\n    \"考公 / 考编\",\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    \"数学\",\n    \"英语\",\n    \"物理\",\n    \"化学\"\n  ],\n  \"special_notes\": null,\n  \"medical_notes\": null\n}\n\n重点关注：province, score, rank, subject_type, accept_out_province, accept_intensive, willing_graduate, target_city, path_priority, interests, strong_subjects, school_preference, special_notes, medical_notes\n\n二、语义查询计划 semantic_query_plan_json\n{\n  \"version\": \"guided-semantic-query-plan-v1\",\n  \"hard_exclude_major_keywords\": [],\n  \"soft_avoid_major_keywords\": [],\n  \"risk_reminder_keywords\": [],\n  \"preferred_major_keywords\": [\n    \"电气\",\n    \"自动化\",\n    \"计算机\",\n    \"软件\",\n    \"通信\",\n    \"机械\",\n    \"土木\",\n    \"会计...","raw_response_excerpt":"{\n  \"bucket_summary\": \"保底桶共508个候选，从中筛选出26个真正安全且可接受的方案，覆盖电气、自动化、计算机、会计、法学等路径，录取分在520-529之间，位次约15-17万，安全边际充足。\",\n  \"plans\": [\n    {\n      \"type\": \"保底\",\n      \"school\": \"重庆工商大学\",\n      \"major\": \"会计学\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"会计学专业可报考税务局、审计局、财政局等大量公务员岗位，且事业单位和国企财务岗需求稳定，考公路径清晰。\",\n      \"soe_fit\": \"会计学是国企财务、审计、内控岗位的核心对口专业，重庆工商大学在西南地区国企中有一定认可度，但需注意非211身份可能影响部分央企总部门槛。\",\n      \"grad_boost\": \"会计学考研方向明确（会计学硕/专硕、审计、财务管理），重庆工商大学有会计硕士点，本校考研资源可用，但平台层次一般，冲刺985/211名校需额外努力。\",\n      \"reason\": \"重庆工商大学在西南地区财经类院校中认可度较好，会计学是其传统优势专业，就业资源集中在重庆及周边。去年最低分529（位次约15.3万），低于考生550分约21分，安全边际充足。专业匹配学生国企/考公路径，建议作为保底区前段使用，可搭配同校其他经管类专业或重庆其他院校。\",\n      \"risk\": \"学校非双一流，在省外尤其是北方地区影响力有限，若未来计划回河南就业，需提前积累本地实习。\",\n      \"alternative\": \"河南财经政法大学会计学（分数相近，省内就业更便利）\",\n      \"undergrad_employment\": \"本科毕业可进入中小企业财务岗、银行柜员、会计师事务所审计助理等，起薪一般，但就业面较广。\",\n      \"grad_employment\": \"硕士毕业后可进入大型国企财务部、券商投行中后台、政府审计部门等，薪资和平台显著提升。\"\n    },\n    {\n      \"type\": \"保底\",\n      \"school\": \"河南财经政法大学\",\n      \"major\": \"软件工程\",\n      \"admission_rate\": \"保底\",\n      \"civil_service_friendly\": \"软件工程专业可报考计算机类公务员岗位，但岗位数量远少于财会、法学类，考公优势一般。\",\n      \"soe_fit\": \"软件工程在国企信息化部门、银行科技岗、通信运营商中有稳定需求，河南财经政法大学虽非工科强校，但省内国企招聘时仍有机会。\",\n      \"grad_boo...","duration_ms":91672,"success":true,"error_code":null,"error_message":null,"created_at":"2026-05-28T23:05:01+00:00"}]}