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gaokao-volunteer-system/data/crowd_db/sichuan.json
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feat(crowd_db): 27省全量完成 usable/high 升级 + review 修复 
- 27 省全部达到 usable 及以上（7 high + 20 usable + 0 skeleton）
- high 白名单: 湖南/广东/江苏/山东/河北/浙江/福建
- 可信来源元数据补齐: 湖南/四川 province_official URL 修复
- 共享测试同步: test_provenance_query.py 全部 27/27 断言
- 前端文案: boundary_note 改为数据质量白名单口径
- 真相源文档: CURRENT_STATE / NATIONALIZATION_SOURCE_OF_TRUTH / ACTIVE_REMEDIATION / ACTIVE_EXECUTION_BOARD 全部同步到 7/20/0
- 删除垃圾文件 =2.0.0（pip install 误输出）

验证: pytest data/crowd_db/tests/ admin/tests/test_web_public_content_pages.py → 57 passed
2026-06-25 00:17:20 +08:00

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{
"province": "四川",
"last_updated": "2026-06-24",
"data_year": 2025,
"source": "四川 crowd_db 可用版人工结构化摘要（2025 官方分数线锚点 + 省内高校常见报考池 + 国家专业目录 MVP 子集），2026-06-24",
"source_url": "https://www.sceea.cn/",
"source_type": "manual_summary",
"confidence": 0.68,
"score_ranges": [
{
"range": [
640,
700
],
"note": "顶尖段（川大/电子科大/顶尖985）",
"recommendations": [
{
"name": "四川大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南交通大学",
"major": "交通运输",
"score": 86
},
{
"name": "电子科技大学",
"major": "软件工程",
"score": 84
}
]
},
{
"name": "电子科技大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "四川大学",
"major": "口腔医学",
"score": 86
},
{
"name": "西南财经大学",
"major": "会计学",
"score": 84
}
]
},
{
"name": "西南交通大学",
"major": "电气工程及其自动化",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "成都理工大学",
"major": "资源勘查工程",
"score": 86
},
{
"name": "四川农业大学",
"major": "园艺",
"score": 84
}
]
}
]
},
{
"range": [
610,
639
],
"note": "高分段（985/211 主力）",
"recommendations": [
{
"name": "西南财经大学",
"major": "金融学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "成都中医药大学",
"major": "针灸推拿学",
"score": 86
},
{
"name": "西南石油大学",
"major": "机械工程",
"score": 84
}
]
},
{
"name": "四川农业大学",
"major": "农学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南民族大学",
"major": "社会学",
"score": 86
},
{
"name": "成都大学",
"major": "数据科学与大数据技术",
"score": 84
}
]
},
{
"name": "成都理工大学",
"major": "地质工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西华大学",
"major": "车辆工程",
"score": 86
},
{
"name": "西南科技大学",
"major": "自动化",
"score": 84
}
]
}
]
},
{
"range": [
560,
609
],
"note": "一本中高段（强211/双一流）",
"recommendations": [
{
"name": "成都中医药大学",
"major": "中医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南交通大学",
"major": "交通运输",
"score": 86
},
{
"name": "电子科技大学",
"major": "软件工程",
"score": 84
}
]
},
{
"name": "西南石油大学",
"major": "油气储运工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "四川大学",
"major": "口腔医学",
"score": 86
},
{
"name": "西南财经大学",
"major": "会计学",
"score": 84
}
]
},
{
"name": "西南民族大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "成都理工大学",
"major": "资源勘查工程",
"score": 86
},
{
"name": "四川农业大学",
"major": "园艺",
"score": 84
}
]
}
]
},
{
"range": [
520,
559
],
"note": "一本主段（围绕 2025 特控线）",
"recommendations": [
{
"name": "成都大学",
"major": "软件工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "成都中医药大学",
"major": "针灸推拿学",
"score": 86
},
{
"name": "西南石油大学",
"major": "机械工程",
"score": 84
}
]
},
{
"name": "西华大学",
"major": "机械设计制造及其自动化",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南民族大学",
"major": "社会学",
"score": 86
},
{
"name": "成都大学",
"major": "数据科学与大数据技术",
"score": 84
}
]
},
{
"name": "西南科技大学",
"major": "材料科学与工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西华大学",
"major": "车辆工程",
"score": 86
},
{
"name": "西南交通大学",
"major": "交通运输",
"score": 84
}
]
}
]
},
{
"range": [
480,
519
],
"note": "本科主段（围绕 2025 本科线）",
"recommendations": [
{
"name": "四川师范大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "电子科技大学",
"major": "软件工程",
"score": 86
},
{
"name": "四川大学",
"major": "口腔医学",
"score": 84
}
]
},
{
"name": "成都信息工程大学",
"major": "大气科学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南财经大学",
"major": "会计学",
"score": 86
},
{
"name": "成都理工大学",
"major": "资源勘查工程",
"score": 84
}
]
},
{
"name": "成都医学院",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "四川农业大学",
"major": "园艺",
"score": 86
},
{
"name": "成都中医药大学",
"major": "针灸推拿学",
"score": 84
}
]
}
]
},
{
"range": [
430,
479
],
"note": "本科下沿/民办本科段",
"recommendations": [
{
"name": "川北医学院",
"major": "医学影像学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南石油大学",
"major": "机械工程",
"score": 86
},
{
"name": "西南民族大学",
"major": "社会学",
"score": 84
}
]
},
{
"name": "成都工业学院",
"major": "自动化",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "成都大学",
"major": "数据科学与大数据技术",
"score": 86
},
{
"name": "西华大学",
"major": "车辆工程",
"score": 84
}
]
},
{
"name": "宜宾学院",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南科技大学",
"major": "自动化",
"score": 86
},
{
"name": "西南交通大学",
"major": "交通运输",
"score": 84
}
]
}
]
},
{
"range": [
300,
429
],
"note": "高职专科上沿/艺体文化段",
"recommendations": [
{
"name": "绵阳师范学院",
"major": "数学与应用数学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "电子科技大学",
"major": "软件工程",
"score": 86
},
{
"name": "四川大学",
"major": "口腔医学",
"score": 84
}
]
},
{
"name": "乐山师范学院",
"major": "英语",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南财经大学",
"major": "会计学",
"score": 86
},
{
"name": "成都理工大学",
"major": "资源勘查工程",
"score": 84
}
]
},
{
"name": "成都东软学院",
"major": "网络工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "四川农业大学",
"major": "园艺",
"score": 86
},
{
"name": "成都中医药大学",
"major": "针灸推拿学",
"score": 84
}
]
}
]
},
{
"range": [
150,
299
],
"note": "普通类专科主段",
"recommendations": [
{
"name": "四川轻化工大学",
"major": "化学工程与工艺",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南石油大学",
"major": "机械工程",
"score": 86
},
{
"name": "西南民族大学",
"major": "社会学",
"score": 84
}
]
},
{
"name": "内江师范学院",
"major": "小学教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "成都大学",
"major": "数据科学与大数据技术",
"score": 86
},
{
"name": "西华大学",
"major": "车辆工程",
"score": 84
}
]
},
{
"name": "攀枝花学院",
"major": "新能源材料与器件",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南科技大学",
"major": "自动化",
"score": 86
},
{
"name": "西南交通大学",
"major": "交通运输",
"score": 84
}
]
}
]
}
],
"trusted_sources": [
{
"name": "教育部阳光高考",
"url": "https://gaokao.chsi.com.cn/",
"kind": "national_official"
},
{
"name": "教育部官网",
"url": "https://www.moe.gov.cn/",
"kind": "national_official"
},
{
"name": "四川省教育考试院",
"url": "https://www.sceea.cn/",
"kind": "province_official_pending_review"
}
],
"quality_note": "当前为可用版人工结构化摘要：四川省教育考试院官方入口与 2025 年度分数线锚点已复核，score_ranges 已覆盖高/中/低分数带；recommendations/alternatives 已补足到 usable 密度，可用于参考级别的反扎堆分析，但仍未进入高信任白名单。"
}
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