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gaokao-volunteer-system/data/crowd_db/chongqing.json
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feat(rules): Phase1 - 提前批军校/公安 + 专项计划规则补充 
数据层:
1. special_programs.json: 新增2个项目（军校本科提前批+公安院校本科提前批）
   总项目数从12提升到14
2. special_programs_rules.json: 新增11条规则
   - 军校: 年龄限制+军检+政审+分数优势 (4条)
   - 公安: 体能测试+联考入警率+公安专业vs非公安专业 (3条)
   - 专项计划: 国家专项资格+地方专项资格+高校专项报名+降分对比 (4条)
   总规则数从23提升到34
3. crowd_db 31省JSON: 新增军校(29省)+公安院校(30省) program_type标记

代码层:
4. special_programs_loader.py: 新增4个查询接口
   - list_programs_by_batch(按批次筛选)
   - list_programs_by_category(按类别筛选)
   - list_categories(列出所有类别)
   - get_rules_by_category(按类别获取规则)

前端层:
5. 政策中心页增加'提前批与专项计划'板块
   含7类特殊招生类型说明

测试: 60+15=75 passed
2026-06-29 07:50:19 +08:00

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{
"province": "重庆",
"last_updated": "2026-06-25",
"data_year": 2025,
"source": "重庆 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.cqksy.cn/",
"source_type": "manual_summary",
"confidence": 0.82,
"score_ranges": [
{
"range": [
650,
700
],
"note": "顶尖段（重大/顶尖985）",
"recommendations": [
{
"name": "重庆大学",
"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": "重庆医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "西南大学",
"major": "教育学",
"score": 84
},
{
"name": "重庆邮电大学",
"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": "军校"
},
{
"name": "西南大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南政法大学",
"major": "知识产权",
"score": 86
},
{
"name": "重庆邮电大学",
"major": "网络空间安全",
"score": 84
},
{
"name": "重庆大学",
"major": "汉语言文学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "公安院校"
},
{
"name": "重庆医科大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆交通大学",
"major": "土木工程",
"score": 86
},
{
"name": "重庆工商大学",
"major": "金融学",
"score": 84
},
{
"name": "重庆大学",
"major": "临床医学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "医学类特色"
},
{
"name": "西南政法大学",
"major": "法学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 8,
"alternatives": [
{
"name": "重庆邮电大学",
"major": "计算机科学与技术",
"score": 92
},
{
"name": "重庆交通大学",
"major": "土木工程",
"score": 88
},
{
"name": "重庆大学",
"major": "法学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 6,
"score": 50
}
],
"program_type": null
},
{
"name": "重庆邮电大学",
"major": "通信工程",
"frequency": 3,
"platforms": [
"元宝",
"百度",
"豆包"
],
"predicted_increase": 7,
"alternatives": [
{
"name": "重庆理工大学",
"major": "机械设计制造及其自动化",
"score": 91
},
{
"name": "重庆工商大学",
"major": "经济学",
"score": 87
},
{
"name": "重庆大学",
"major": "通信工程",
"frequency": 2,
"platforms": [
"元宝",
"百度",
"豆包"
],
"predicted_increase": 5,
"score": 50
}
],
"program_type": null
},
{
"name": "重庆文理学院",
"major": "园艺",
"subject_requirements": {
"preferred_subject": "物理",
"reselect_subject": [],
"note": "首选物理"
},
"program_type": "农林类特色",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "重庆三峡学院",
"major": "历史学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": null,
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "重庆第二师范学院",
"major": "档案学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": null,
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"alternatives": []
}
]
},
{
"range": [
600,
649
],
"note": "高分段（重大/西大/医科大主流）",
"recommendations": [
{
"name": "西南政法大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆师范大学",
"major": "英语",
"score": 86
},
{
"name": "重庆理工大学",
"major": "自动化",
"score": 84
},
{
"name": "重庆大学",
"major": "法学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆邮电大学",
"major": "电子信息工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "四川外国语大学",
"major": "翻译",
"score": 86
},
{
"name": "重庆科技大学",
"major": "材料成型及控制工程",
"score": 84
},
{
"name": "重庆大学",
"major": "电子信息工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆交通大学",
"major": "交通运输",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆文理学院",
"major": "网络工程",
"score": 86
},
{
"name": "重庆大学",
"major": "自动化",
"score": 84
},
{
"name": "西南大学",
"major": "交通运输",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆大学",
"major": "土木工程",
"frequency": 3,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "西南大学",
"major": "心理学",
"score": 86
},
{
"name": "重庆医科大学",
"major": "口腔医学",
"score": 83
},
{
"name": "重庆邮电大学",
"major": "土木工程",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 4,
"score": 50
}
],
"program_type": null
},
{
"name": "四川美术学院",
"major": "绘画",
"frequency": 3,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "四川外国语大学",
"major": "英语",
"score": 84
},
{
"name": "重庆师范大学",
"major": "数学与应用数学",
"score": 82
},
{
"name": "重庆大学",
"major": "绘画",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 3,
"score": 50
}
],
"program_type": "艺体类"
}
]
},
{
"range": [
550,
599
],
"note": "强双一流/211主段",
"recommendations": [
{
"name": "重庆工商大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南大学",
"major": "教育学",
"score": 86
},
{
"name": "重庆医科大学",
"major": "口腔医学",
"score": 84
},
{
"name": "重庆大学",
"major": "会计学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆师范大学",
"major": "数学与应用数学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西南政法大学",
"major": "知识产权",
"score": 86
},
{
"name": "重庆邮电大学",
"major": "网络空间安全",
"score": 84
},
{
"name": "重庆大学",
"major": "数学与应用数学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "重庆理工大学",
"major": "车辆工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆交通大学",
"major": "土木工程",
"score": 86
},
{
"name": "重庆工商大学",
"major": "金融学",
"score": 84
},
{
"name": "重庆大学",
"major": "车辆工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆医科大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "西南政法大学",
"major": "知识产权",
"score": 82
},
{
"name": "重庆邮电大学",
"major": "软件工程",
"score": 80
},
{
"name": "重庆大学",
"major": "临床医学",
"frequency": 1,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 2,
"score": 25
}
],
"program_type": "医学类特色"
},
{
"name": "四川外国语大学",
"major": "翻译",
"frequency": 2,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "重庆交通大学",
"major": "交通运输",
"score": 81
},
{
"name": "重庆科技大学",
"major": "石油工程",
"score": 79
},
{
"name": "重庆大学",
"major": "翻译",
"frequency": 1,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 2,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
500,
549
],
"note": "特殊类型招生控制线附近",
"recommendations": [
{
"name": "四川外国语大学",
"major": "英语",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆师范大学",
"major": "英语",
"score": 86
},
{
"name": "重庆理工大学",
"major": "自动化",
"score": 84
},
{
"name": "重庆大学",
"major": "英语",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "国际涉外导向"
},
{
"name": "重庆科技大学",
"major": "机械工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "四川外国语大学",
"major": "翻译",
"score": 86
},
{
"name": "重庆文理学院",
"major": "网络工程",
"score": 84
},
{
"name": "重庆大学",
"major": "机械工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆文理学院",
"major": "软件工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆大学",
"major": "自动化",
"score": 86
},
{
"name": "西南大学",
"major": "教育学",
"score": 84
},
{
"name": "重庆邮电大学",
"major": "软件工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆工商大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"千问",
"豆包"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "重庆理工大学",
"major": "车辆工程",
"score": 80
},
{
"name": "重庆师范大学",
"major": "教育学",
"score": 78
},
{
"name": "重庆大学",
"major": "会计学",
"frequency": 1,
"platforms": [
"千问",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": null
},
{
"name": "长江师范学院",
"major": "化学",
"frequency": 2,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "重庆三峡学院",
"major": "电子信息工程",
"score": 79
},
{
"name": "重庆第二师范学院",
"major": "小学教育",
"score": 77
},
{
"name": "重庆大学",
"major": "化学",
"frequency": 1,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": "师范教育类"
}
]
},
{
"range": [
430,
499
],
"note": "本科主段（围绕 2025 本科批）",
"recommendations": [
{
"name": "长江师范学院",
"major": "小学教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "西南政法大学",
"major": "知识产权",
"score": 84
},
{
"name": "重庆大学",
"major": "小学教育",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "重庆三峡学院",
"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": "重庆邮电大学",
"major": "网络空间安全",
"score": 86
},
{
"name": "重庆交通大学",
"major": "土木工程",
"score": 84
},
{
"name": "重庆大学",
"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": "重庆第二师范学院",
"major": "学前教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆工商大学",
"major": "金融学",
"score": 86
},
{
"name": "重庆师范大学",
"major": "英语",
"score": 84
},
{
"name": "重庆大学",
"major": "学前教育",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "重庆人文科技学院",
"major": "学前教育",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "重庆工程学院",
"major": "网络工程",
"score": 78
},
{
"name": "重庆财经学院",
"major": "金融学",
"score": 76
},
{
"name": "重庆大学",
"major": "学前教育",
"frequency": 1,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆对外经贸学院",
"major": "国际经济与贸易",
"frequency": 2,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆外语外事学院",
"major": "汉语国际教育",
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},
{
"name": "重庆移通学院",
"major": "通信工程",
"score": 75
},
{
"name": "重庆大学",
"major": "国际经济与贸易",
"frequency": 1,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "国际涉外导向"
}
]
},
{
"range": [
380,
429
],
"note": "本科临界/民办本科段",
"recommendations": [
{
"name": "重庆城市科技学院",
"major": "土木工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆理工大学",
"major": "自动化",
"score": 86
},
{
"name": "四川外国语大学",
"major": "翻译",
"score": 84
},
{
"name": "重庆大学",
"major": "土木工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆移通学院",
"major": "通信工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
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{
"name": "重庆科技大学",
"major": "材料成型及控制工程",
"score": 86
},
{
"name": "重庆文理学院",
"major": "网络工程",
"score": 84
},
{
"name": "重庆大学",
"major": "通信工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
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],
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{
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],
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{
"name": "重庆大学",
"major": "自动化",
"score": 86
},
{
"name": "西南大学",
"major": "教育学",
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},
{
"name": "重庆邮电大学",
"major": "国际经济与贸易",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "国际涉外导向"
},
{
"name": "重庆工程学院",
"major": "软件工程",
"frequency": 2,
"platforms": [
"千问",
"豆包"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆财经学院",
"major": "会计学",
"score": 78
},
{
"name": "重庆人文科技学院",
"major": "社会工作",
"score": 76
},
{
"name": "重庆大学",
"major": "软件工程",
"frequency": 1,
"platforms": [
"千问",
"豆包"
],
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],
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},
{
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"major": "人工智能技术应用",
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"百度"
],
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{
"name": "重庆健康职业学院",
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"score": 77
},
{
"name": "重庆建筑科技职业学院",
"major": "建筑工程技术",
"score": 75
},
{
"name": "重庆大学",
"major": "人工智能技术应用",
"frequency": 1,
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"百度"
],
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]
},
{
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250,
379
],
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"recommendations": [
{
"name": "重庆工业职业技术学院",
"major": "机电一体化技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "西南政法大学",
"major": "知识产权",
"score": 84
},
{
"name": "重庆大学",
"major": "机电一体化技术",
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],
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}
],
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},
{
"name": "重庆电子工程职业学院",
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"frequency": 2,
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"人工摘要",
"官方锚点"
],
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"alternatives": [
{
"name": "重庆邮电大学",
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},
{
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"major": "土木工程",
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},
{
"name": "重庆大学",
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},
{
"name": "重庆工程职业技术学院",
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"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
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"alternatives": [
{
"name": "重庆工商大学",
"major": "金融学",
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{
"name": "重庆师范大学",
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},
{
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{
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"百度"
],
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{
"name": "重庆三峡医药高等专科学校",
"major": "中医学",
"score": 80
},
{
"name": "重庆幼儿师范高等专科学校",
"major": "早期教育",
"score": 78
},
{
"name": "重庆大学",
"major": "药学",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆商务职业学院",
"major": "烹饪工艺与营养",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆旅游职业学院",
"major": "酒店管理与数字化运营",
"score": 78
},
{
"name": "重庆文化艺术职业学院",
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},
{
"name": "重庆大学",
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],
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},
{
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150,
249
],
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"recommendations": [
{
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],
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{
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{
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"major": "翻译",
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},
{
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"major": "护理",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆航天职业技术学院",
"major": "无人机应用技术",
"frequency": 2,
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"人工摘要",
"官方锚点"
],
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{
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"major": "材料成型及控制工程",
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{
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{
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"官方锚点"
],
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],
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},
{
"name": "重庆城市管理职业学院",
"major": "大数据与会计",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆大学",
"major": "自动化",
"score": 86
},
{
"name": "西南大学",
"major": "教育学",
"score": 84
},
{
"name": "重庆邮电大学",
"major": "大数据与会计",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "重庆青年职业技术学院",
"major": "社会工作",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 2,
"alternatives": [
{
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"score": 80
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{
"name": "重庆能源职业学院",
"major": "新能源汽车技术",
"score": 78
},
{
"name": "重庆大学",
"major": "社会工作",
"frequency": 1,
"platforms": [
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],
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}
],
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},
{
"name": "重庆建筑科技职业学院",
"major": "建筑工程技术",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "重庆水利电力职业技术学院",
"major": "水利水电工程技术",
"score": 78
},
{
"name": "重庆交通职业学院",
"major": "城市轨道交通工程技术",
"score": 76
},
{
"name": "重庆大学",
"major": "建筑工程技术",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
}
]
}
],
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"url": "https://gaokao.chsi.com.cn/",
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},
{
"name": "教育部官网",
"url": "https://www.moe.gov.cn/",
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},
{
"name": "重庆市教育考试院",
"url": "https://www.cqksy.cn/",
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}
],
"quality_note": "高置信人工整理推荐（基于重庆现有院校池 + 2025 招生章程复核）；重庆市教育考试院官方入口已完成 2025 年度复核。",
"score_distribution": {
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"source_url": "https://www.gk100.com/read_35916764.htm",
"source_type": "official_release",
"last_updated": "2026-06-25",
"subjects": {
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{
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{
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{
"score": 500,
"cumulative_count": 63249
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],
"score_line_at_600": 12895,
"total_above_bachelor_line": 0,
"bachelor_score_line": 406
},
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"benchmarks": [],
"score_line_at_600": 0,
"total_above_bachelor_line": 0,
"bachelor_score_line": 415
}
}
}
}
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