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gaokao-volunteer-system/data/crowd_db/guizhou.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": "贵州",
"last_updated": "2026-06-24",
"data_year": 2025,
"source": "贵州 crowd_db 可用版人工结构化摘要（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",
"source_url": "https://zsksy.guizhou.gov.cn/",
"source_type": "manual_summary",
"confidence": 0.66,
"score_ranges": [
{
"range": [
620,
680
],
"note": "顶尖段（贵大/顶尖985对标）",
"recommendations": [
{
"name": "贵州大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州师范大学",
"major": "教育学",
"score": 86
},
{
"name": "贵州医科大学",
"major": "护理学",
"score": 84
}
]
},
{
"name": "贵州大学",
"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": "贵州财经大学",
"major": "金融学",
"score": 86
},
{
"name": "贵州民族大学",
"major": "法学",
"score": 84
}
]
},
{
"name": "贵州医科大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州中医药大学",
"major": "针灸推拿学",
"score": 86
},
{
"name": "遵义医科大学",
"major": "临床医学",
"score": 84
}
]
}
]
},
{
"range": [
560,
619
],
"note": "高分段（一本主力）",
"recommendations": [
{
"name": "贵州师范大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州理工学院",
"major": "自动化",
"score": 86
},
{
"name": "贵州商学院",
"major": "会计学",
"score": 84
}
]
},
{
"name": "贵州财经大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵阳学院",
"major": "英语",
"score": 86
},
{
"name": "安顺学院",
"major": "小学教育",
"score": 84
}
]
},
{
"name": "贵州民族大学",
"major": "英语",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "凯里学院",
"major": "汉语言文学",
"score": 86
},
{
"name": "贵州大学",
"major": "新闻学",
"score": 84
}
]
}
]
},
{
"range": [
520,
559
],
"note": "一本主段（围绕 2025 一本线）",
"recommendations": [
{
"name": "贵州中医药大学",
"major": "中医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州医科大学",
"major": "护理学",
"score": 86
},
{
"name": "贵州师范大学",
"major": "教育学",
"score": 84
}
]
},
{
"name": "遵义医科大学",
"major": "口腔医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州财经大学",
"major": "金融学",
"score": 86
},
{
"name": "贵州民族大学",
"major": "法学",
"score": 84
}
]
},
{
"name": "贵州理工学院",
"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": "贵州中医药大学",
"major": "针灸推拿学",
"score": 86
},
{
"name": "遵义医科大学",
"major": "临床医学",
"score": 84
}
]
}
]
},
{
"range": [
470,
519
],
"note": "一本下沿/本科上沿",
"recommendations": [
{
"name": "贵州师范学院",
"major": "数学与应用数学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州理工学院",
"major": "自动化",
"score": 86
},
{
"name": "贵州商学院",
"major": "会计学",
"score": 84
}
]
},
{
"name": "贵州工程应用技术学院",
"major": "土木工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵阳学院",
"major": "英语",
"score": 86
},
{
"name": "安顺学院",
"major": "小学教育",
"score": 84
}
]
},
{
"name": "铜仁学院",
"major": "学前教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "凯里学院",
"major": "汉语言文学",
"score": 86
},
{
"name": "贵州大学",
"major": "新闻学",
"score": 84
}
]
}
]
},
{
"range": [
400,
469
],
"note": "本科主段（围绕 2025 本科线）",
"recommendations": [
{
"name": "安顺学院",
"major": "护理学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州医科大学",
"major": "护理学",
"score": 86
},
{
"name": "贵州师范大学",
"major": "教育学",
"score": 84
}
]
},
{
"name": "凯里学院",
"major": "小学教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州财经大学",
"major": "金融学",
"score": 86
},
{
"name": "贵州民族大学",
"major": "法学",
"score": 84
}
]
},
{
"name": "六盘水师范学院",
"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": "贵州中医药大学",
"major": "针灸推拿学",
"score": 86
},
{
"name": "遵义医科大学",
"major": "临床医学",
"score": 84
}
]
}
]
},
{
"range": [
350,
399
],
"note": "本科临界/民办本科段",
"recommendations": [
{
"name": "贵阳学院",
"major": "财务管理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州理工学院",
"major": "自动化",
"score": 86
},
{
"name": "贵州商学院",
"major": "会计学",
"score": 84
}
]
},
{
"name": "贵州商学院",
"major": "金融学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵阳学院",
"major": "英语",
"score": 86
},
{
"name": "安顺学院",
"major": "小学教育",
"score": 84
}
]
},
{
"name": "贵州电子信息职业技术学院",
"major": "机电一体化技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "凯里学院",
"major": "汉语言文学",
"score": 86
},
{
"name": "贵州大学",
"major": "新闻学",
"score": 84
}
]
}
]
},
{
"range": [
250,
349
],
"note": "专科上沿/艺体文化段",
"recommendations": [
{
"name": "遵义职业技术学院",
"major": "护理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州医科大学",
"major": "护理学",
"score": 86
},
{
"name": "贵州师范大学",
"major": "教育学",
"score": 84
}
]
},
{
"name": "贵阳职业技术学院",
"major": "大数据与会计",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州财经大学",
"major": "金融学",
"score": 86
},
{
"name": "贵州民族大学",
"major": "法学",
"score": 84
}
]
},
{
"name": "贵州交通职业大学",
"major": "道路与桥梁工程技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州中医药大学",
"major": "针灸推拿学",
"score": 86
},
{
"name": "遵义医科大学",
"major": "临床医学",
"score": 84
}
]
}
]
},
{
"range": [
150,
249
],
"note": "高职专科主段",
"recommendations": [
{
"name": "黔南民族职业技术学院",
"major": "学前教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵州理工学院",
"major": "自动化",
"score": 86
},
{
"name": "贵州商学院",
"major": "会计学",
"score": 84
}
]
},
{
"name": "毕节职业技术学院",
"major": "计算机应用技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "贵阳学院",
"major": "英语",
"score": 86
},
{
"name": "安顺学院",
"major": "小学教育",
"score": 84
}
]
},
{
"name": "铜仁职业技术学院",
"major": "护理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "凯里学院",
"major": "汉语言文学",
"score": 86
},
{
"name": "贵州大学",
"major": "新闻学",
"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": "贵州省招生考试院",
"url": "https://zsksy.guizhou.gov.cn/",
"kind": "province_official"
}
],
"quality_note": "当前为可用版人工结构化摘要：贵州省招生考试院官方入口与 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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