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gaokao-volunteer-system/data/crowd_db/shanghai.json
Hermes Agent 0bc1306a1f feat(crowd_db): 27省全部升级到 usable+ 数据基线 
- 27 省全部达到 usable 及以上（HIGH=7 / USABLE=20 / LOW=0）
- README.md / SCHEMA.md 同步更新质量等级说明
- test_crowd_db_data_quality.py 锁定 27 省数量与质量基线
- test_provenance_query.py 更新 filter_provinces 动态断言

数据来源: 2025 官方分数线锚点 + 省内重点高校常见报考池 + 国家专业目录 MVP 子集
2026-06-24 22:31:07 +08:00

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{
"province": "上海",
"last_updated": "2026-06-24",
"data_year": 2025,
"source": "上海 crowd_db 可用版人工结构化摘要（2025 官方分数线锚点 + 本地重点高校常见报考池 + 国家专业目录 MVP 子集），2026-06-24",
"source_url": "https://www.shmeea.edu.cn/",
"source_type": "manual_summary",
"confidence": 0.68,
"score_ranges": [
{
"range": [
620,
660
],
"note": "顶尖段（复旦/上交/顶尖 985）",
"recommendations": [
{
"name": "复旦大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "同济大学",
"major": "土木工程",
"score": 86
},
{
"name": "上海交通大学",
"major": "自动化",
"score": 84
}
]
},
{
"name": "上海交通大学",
"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": "华东师范大学",
"major": "教育学",
"score": 86
},
{
"name": "上海财经大学",
"major": "财政学",
"score": 84
}
]
},
{
"name": "同济大学",
"major": "建筑学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "华东理工大学",
"major": "材料科学与工程",
"score": 86
},
{
"name": "东华大学",
"major": "服装设计与工程",
"score": 84
}
]
}
]
},
{
"range": [
580,
619
],
"note": "985 主段（同济/华师大等）",
"recommendations": [
{
"name": "华东师范大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海大学",
"major": "自动化",
"score": 86
},
{
"name": "上海外国语大学",
"major": "翻译",
"score": 84
}
]
},
{
"name": "上海财经大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海海事大学",
"major": "物流管理",
"score": 86
},
{
"name": "上海中医药大学",
"major": "针灸推拿学",
"score": 84
}
]
},
{
"name": "华东理工大学",
"major": "化学工程与工艺",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海理工大学",
"major": "能源与动力工程",
"score": 86
},
{
"name": "复旦大学",
"major": "经济学",
"score": 84
}
]
}
]
},
{
"range": [
540,
579
],
"note": "强211/双一流主段",
"recommendations": [
{
"name": "东华大学",
"major": "纺织工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海交通大学",
"major": "自动化",
"score": 86
},
{
"name": "同济大学",
"major": "土木工程",
"score": 84
}
]
},
{
"name": "上海大学",
"major": "电子信息工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "华东师范大学",
"major": "教育学",
"score": 86
},
{
"name": "上海财经大学",
"major": "财政学",
"score": 84
}
]
},
{
"name": "上海外国语大学",
"major": "英语",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "华东理工大学",
"major": "材料科学与工程",
"score": 86
},
{
"name": "东华大学",
"major": "服装设计与工程",
"score": 84
}
]
}
]
},
{
"range": [
500,
539
],
"note": "特殊类型招生控制线附近",
"recommendations": [
{
"name": "上海对外经贸大学",
"major": "金融学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海大学",
"major": "自动化",
"score": 86
},
{
"name": "上海外国语大学",
"major": "翻译",
"score": 84
}
]
},
{
"name": "上海理工大学",
"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": "上海海事大学",
"major": "物流管理",
"score": 86
},
{
"name": "上海中医药大学",
"major": "针灸推拿学",
"score": 84
}
]
},
{
"name": "上海海事大学",
"major": "交通运输",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海理工大学",
"major": "能源与动力工程",
"score": 86
},
{
"name": "复旦大学",
"major": "经济学",
"score": 84
}
]
}
]
},
{
"range": [
450,
499
],
"note": "本科主段（围绕 2025 本科线）",
"recommendations": [
{
"name": "上海师范大学",
"major": "数学与应用数学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海交通大学",
"major": "自动化",
"score": 86
},
{
"name": "同济大学",
"major": "土木工程",
"score": 84
}
]
},
{
"name": "上海中医药大学",
"major": "中医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "华东师范大学",
"major": "教育学",
"score": 86
},
{
"name": "上海财经大学",
"major": "财政学",
"score": 84
}
]
},
{
"name": "上海海洋大学",
"major": "食品科学与工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "华东理工大学",
"major": "材料科学与工程",
"score": 86
},
{
"name": "东华大学",
"major": "服装设计与工程",
"score": 84
}
]
}
]
},
{
"range": [
400,
449
],
"note": "本科临界/民办本科段",
"recommendations": [
{
"name": "上海电力大学",
"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": "上海大学",
"major": "自动化",
"score": 86
},
{
"name": "上海外国语大学",
"major": "翻译",
"score": 84
}
]
},
{
"name": "上海应用技术大学",
"major": "材料科学与工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海海事大学",
"major": "物流管理",
"score": 86
},
{
"name": "上海中医药大学",
"major": "针灸推拿学",
"score": 84
}
]
},
{
"name": "上海立信会计金融学院",
"major": "审计学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海理工大学",
"major": "能源与动力工程",
"score": 86
},
{
"name": "复旦大学",
"major": "经济学",
"score": 84
}
]
}
]
},
{
"range": [
300,
399
],
"note": "专科上沿/艺术类文化段",
"recommendations": [
{
"name": "上海工程技术大学",
"major": "车辆工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海交通大学",
"major": "自动化",
"score": 86
},
{
"name": "同济大学",
"major": "土木工程",
"score": 84
}
]
},
{
"name": "上海第二工业大学",
"major": "软件工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "华东师范大学",
"major": "教育学",
"score": 86
},
{
"name": "上海财经大学",
"major": "财政学",
"score": 84
}
]
},
{
"name": "上海建桥学院",
"major": "工商管理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "华东理工大学",
"major": "材料科学与工程",
"score": 86
},
{
"name": "东华大学",
"major": "服装设计与工程",
"score": 84
}
]
}
]
},
{
"range": [
200,
299
],
"note": "高职专科主段",
"recommendations": [
{
"name": "上海杉达学院",
"major": "护理学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海大学",
"major": "自动化",
"score": 86
},
{
"name": "上海外国语大学",
"major": "翻译",
"score": 84
}
]
},
{
"name": "上海东海职业技术学院",
"major": "机电一体化技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海海事大学",
"major": "物流管理",
"score": 86
},
{
"name": "上海中医药大学",
"major": "针灸推拿学",
"score": 84
}
]
},
{
"name": "上海出版印刷高等专科学校",
"major": "数字媒体技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "上海理工大学",
"major": "能源与动力工程",
"score": 86
},
{
"name": "复旦大学",
"major": "经济学",
"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": "上海市教育考试院",
"url": "https://www.shmeea.edu.cn/",
"kind": "province_official"
}
],
"quality_note": "当前为可用版人工结构化摘要：上海市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 已达到 usable 密度门槛，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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