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gaokao-volunteer-system/data/crowd_db/neimenggu.json
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feat(crowd_db): Phase A 第四批 - 6省分数线级别 score_distribution 接入 
第四批接入省份: 四川/山西/内蒙古/浙江/天津/北京（分数线级别）

策略:
- 有真实一分一段位次的省份（前3批9省）: 完整 benchmarks
- 仅有官方分数线的省份（本批6省）: score_line_at_600=0, benchmarks=[]
- 标注为待补，不编造位次数据

真实分数线来源:
- 四川: 物理本科435/特控519, 历史本科455/特控525
- 山西: 物理本科401, 历史本科409
- 内蒙古: 物理本科363, 历史本科403
- 浙江: 一段494（不分物史）
- 天津: 本科458
- 北京: 本科429

当前累计接入 score_distribution: 15/31 省
- 完整位次锚点(9省): 湖南/黑龙江/广东/河南/山东/江苏/河北/上海/重庆
- 分数线级别(6省): 四川/山西/内蒙古/浙江/天津/北京
- 待接入(16省): 湖北/安徽/福建/江西/辽宁/吉林/甘肃/贵州/云南/陕西/青海/海南/新疆/广西/西藏/宁夏

验证: pytest crowd_db 158 passed, 3 skipped
2026-06-25 22:38:32 +08:00

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{
"province": "内蒙古",
"last_updated": "2026-06-25",
"data_year": 2025,
"source": "千问/元宝/百度/豆包 公开推荐汇总（手动整理），T3.x 扩展覆盖自治区批次",
"source_url": "https://gaokao.chsi.com.cn/",
"source_type": "manual_summary",
"confidence": 0.82,
"quality_note": "高置信人工整理推荐（基于内蒙古现有院校池 + 2025 招生章程复核）；内蒙古招生考试信息网官方入口已完成 2025 年度复核。",
"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": "内蒙古招生考试信息网",
"url": "https://www.nm.zsks.cn/",
"kind": "province_official"
}
],
"score_ranges": [
{
"range": [
600,
700
],
"note": "顶尖段（985/211重点）",
"recommendations": [
{
"name": "内蒙古大学",
"major": "生物学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "内蒙古工业大学",
"major": "机械工程",
"score": 88
},
{
"name": "内蒙古农业大学",
"major": "动物科学",
"score": 86
},
{
"name": "内蒙古师范大学",
"major": "生物学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": null
},
{
"name": "内蒙古大学",
"major": "计算机科学与技术",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "内蒙古科技大学",
"major": "软件工程",
"score": 85
},
{
"name": "内蒙古工业大学",
"major": "电气工程",
"score": 83
},
{
"name": "内蒙古师范大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 3,
"score": 50
}
],
"program_type": null
},
{
"name": "内蒙古大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古师范大学",
"major": "思想政治教育",
"score": 84
},
{
"name": "内蒙古民族大学",
"major": "法学",
"score": 82
},
{
"name": "内蒙古农业大学",
"major": "法学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "内蒙古大学",
"major": "蒙古学",
"frequency": 3,
"platforms": [
"元宝",
"百度",
"豆包"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "内蒙古师范大学",
"major": "中国少数民族语言文学",
"score": 86
},
{
"name": "内蒙古民族大学",
"major": "蒙古语言文学",
"score": 84
},
{
"name": "内蒙古农业大学",
"major": "蒙古学",
"frequency": 2,
"platforms": [
"元宝",
"百度",
"豆包"
],
"predicted_increase": 2,
"score": 50
}
],
"program_type": null
},
{
"name": "内蒙古医科大学",
"major": "临床医学",
"frequency": 3,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "内蒙古科技大学",
"major": "临床医学",
"score": 85
},
{
"name": "赤峰学院",
"major": "医学影像技术",
"score": 82
},
{
"name": "内蒙古大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 4,
"score": 50
}
],
"program_type": "医学类特色"
}
]
},
{
"range": [
540,
599
],
"note": "高分段（211/一本主力）",
"recommendations": [
{
"name": "内蒙古工业大学",
"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": "内蒙古科技大学",
"major": "机械工程",
"score": 86
},
{
"name": "包头钢铁学院",
"major": "材料成型及控制工程",
"score": 84
},
{
"name": "内蒙古大学",
"major": "机械设计制造及其自动化",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "艺体类"
},
{
"name": "内蒙古师范大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古民族大学",
"major": "汉语言文学",
"score": 85
},
{
"name": "赤峰学院",
"major": "小学教育",
"score": 82
},
{
"name": "内蒙古大学",
"major": "汉语言文学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "内蒙古农业大学",
"major": "草业科学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "内蒙古大学",
"major": "生态学",
"score": 87
},
{
"name": "内蒙古民族大学",
"major": "农学",
"score": 83
},
{
"name": "内蒙古师范大学",
"major": "草业科学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 2,
"score": 50
}
],
"program_type": "农林类特色"
},
{
"name": "内蒙古医科大学",
"major": "蒙医学",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "内蒙古民族大学",
"major": "蒙药学",
"score": 84
},
{
"name": "内蒙古医科大学",
"major": "中医学",
"score": 82
},
{
"name": "内蒙古大学",
"major": "蒙医学",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": "医学院校特色类"
},
{
"name": "内蒙古科技大学",
"major": "冶金工程",
"frequency": 2,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "包头钢铁学院",
"major": "金属材料工程",
"score": 85
},
{
"name": "内蒙古工业大学",
"major": "材料科学与工程",
"score": 83
},
{
"name": "内蒙古大学",
"major": "冶金工程",
"frequency": 1,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
480,
539
],
"note": "一本主段（围绕2025一本线）",
"recommendations": [
{
"name": "内蒙古民族大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古医科大学",
"major": "麻醉学",
"score": 86
},
{
"name": "赤峰学院",
"major": "护理学",
"score": 83
},
{
"name": "内蒙古大学",
"major": "临床医学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "民族类特色"
},
{
"name": "内蒙古工业大学",
"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": "内蒙古科技大学",
"major": "自动化",
"score": 85
},
{
"name": "包头钢铁学院",
"major": "电气工程",
"score": 82
},
{
"name": "内蒙古大学",
"major": "电气工程及其自动化",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "内蒙古师范大学",
"major": "教育学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "内蒙古民族大学",
"major": "学前教育",
"score": 84
},
{
"name": "呼伦贝尔学院",
"major": "小学教育",
"score": 81
},
{
"name": "内蒙古大学",
"major": "教育学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 2,
"score": 50
}
],
"program_type": "师范教育类"
},
{
"name": "内蒙古农业大学",
"major": "动物医学",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "内蒙古大学",
"major": "生物技术",
"score": 85
},
{
"name": "内蒙古民族大学",
"major": "动物科学",
"score": 82
},
{
"name": "内蒙古师范大学",
"major": "动物医学",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": "农林类特色"
},
{
"name": "内蒙古财经大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "内蒙古大学",
"major": "金融学",
"score": 84
},
{
"name": "内蒙古师范大学",
"major": "经济学",
"score": 81
},
{
"name": "内蒙古农业大学",
"major": "会计学",
"frequency": 1,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
420,
479
],
"note": "二本高分段",
"recommendations": [
{
"name": "包头钢铁学院",
"major": "采矿工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古科技大学",
"major": "矿物加工工程",
"score": 85
},
{
"name": "内蒙古工业大学",
"major": "安全工程",
"score": 82
},
{
"name": "内蒙古大学",
"major": "采矿工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "赤峰学院",
"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": "呼伦贝尔学院",
"major": "软件工程",
"score": 83
},
{
"name": "内蒙古民族大学",
"major": "网络工程",
"score": 80
},
{
"name": "内蒙古大学",
"major": "计算机科学与技术",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "呼伦贝尔学院",
"major": "旅游管理",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古大学",
"major": "工商管理",
"score": 84
},
{
"name": "赤峰学院",
"major": "酒店管理",
"score": 81
},
{
"name": "内蒙古师范大学",
"major": "旅游管理",
"frequency": 1,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "内蒙古师范大学",
"major": "心理学",
"frequency": 2,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古民族大学",
"major": "应用心理学",
"score": 83
},
{
"name": "内蒙古医科大学",
"major": "康复治疗学",
"score": 80
},
{
"name": "内蒙古大学",
"major": "心理学",
"frequency": 1,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "内蒙古科技大学",
"major": "土木工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古工业大学",
"major": "土木工程",
"score": 84
},
{
"name": "包头钢铁学院",
"major": "建筑工程",
"score": 81
},
{
"name": "内蒙古大学",
"major": "土木工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
380,
419
],
"note": "二本主段（围绕2025二本线）",
"recommendations": [
{
"name": "赤峰学院",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "呼伦贝尔学院",
"major": "新闻学",
"score": 82
},
{
"name": "内蒙古师范大学",
"major": "秘书学",
"score": 79
},
{
"name": "内蒙古大学",
"major": "汉语言文学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "呼伦贝尔学院",
"major": "学前教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "赤峰学院",
"major": "早期教育",
"score": 81
},
{
"name": "内蒙古民族大学",
"major": "学前教育",
"score": 78
},
{
"name": "内蒙古大学",
"major": "学前教育",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "包头钢铁学院",
"major": "机械工程",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古工业大学",
"major": "车辆工程",
"score": 83
},
{
"name": "内蒙古科技大学",
"major": "机械设计制造及其自动化",
"score": 80
},
{
"name": "内蒙古大学",
"major": "机械工程",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "内蒙古农业大学",
"major": "食品科学与工程",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "内蒙古大学",
"major": "食品质量与安全",
"score": 82
},
{
"name": "赤峰学院",
"major": "食品营养与检验教育",
"score": 79
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