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gaokao-volunteer-system/data/crowd_db/qinghai.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": "青海",
"last_updated": "2026-06-25",
"data_year": 2025,
"source": "青海 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://www.qhjyks.com/",
"source_type": "manual_summary",
"confidence": 0.82,
"score_ranges": [
{
"range": [
560,
620
],
"note": "顶尖段（青海大学/双一流）",
"recommendations": [
{
"name": "青海大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海民族大学",
"major": "英语",
"score": 86
},
{
"name": "青海师范大学",
"major": "教育学",
"score": 84
},
{
"name": "青海理工学院",
"major": "临床医学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "军校"
},
{
"name": "青海师范大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海大学昆仑学院",
"major": "土木工程",
"score": 86
},
{
"name": "青海理工学院",
"major": "自动化",
"score": 84
},
{
"name": "青海大学",
"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": "青海民族大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海民族大学旅游学院",
"major": "酒店管理",
"score": 86
},
{
"name": "青海卫生职业技术学院",
"major": "药学",
"score": 84
},
{
"name": "青海大学",
"major": "法学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "民族类特色"
},
{
"name": "青海大学",
"major": "生态学",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "青海师范大学",
"major": "生态学",
"score": 88
},
{
"name": "青海民族大学",
"major": "生态学",
"score": 84
},
{
"name": "青海理工学院",
"major": "生态学",
"frequency": 1,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 4,
"score": 25
}
],
"program_type": "公安院校"
},
{
"name": "青海师范大学",
"major": "教育学",
"frequency": 2,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "青海大学",
"major": "教育学",
"score": 87
},
{
"name": "青海民族大学",
"major": "教育学",
"score": 83
},
{
"name": "青海理工学院",
"major": "教育学",
"frequency": 1,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 3,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "青海民族大学",
"major": "民族学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": "民族类特色",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "青海大学",
"major": "农学",
"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": "青海师范大学",
"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": "青海交通职业技术学院",
"major": "道路桥梁工程技术",
"subject_requirements": {
"preferred_subject": "物理",
"reselect_subject": [],
"note": "首选物理"
},
"program_type": null,
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "青海卫生职业技术学院",
"major": "护理学",
"subject_requirements": {
"preferred_subject": "物理",
"reselect_subject": [
"化学",
"生物"
],
"note": "首选物理，再选化学/生物"
},
"program_type": "医学类特色",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 0,
"alternatives": []
}
]
},
{
"range": [
520,
559
],
"note": "一本主段（围绕 2025 一本线）",
"recommendations": [
{
"name": "青海大学昆仑学院",
"major": "会计学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西宁城市职业技术学院",
"major": "护理",
"score": 86
},
{
"name": "青海职业技术大学",
"major": "新能源汽车工程技术",
"score": 84
},
{
"name": "青海大学",
"major": "会计学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "青海理工学院",
"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": "青海交通职业技术学院",
"major": "机电一体化技术",
"score": 86
},
{
"name": "青海警官职业学院",
"major": "司法警务",
"score": 84
},
{
"name": "青海大学",
"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": "青海民族大学旅游学院",
"major": "旅游管理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海建筑职业技术学院",
"major": "工程造价",
"score": 86
},
{
"name": "青海大学",
"major": "药学",
"score": 84
},
{
"name": "青海师范大学",
"major": "旅游管理",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "民族类特色"
},
{
"name": "青海民族大学",
"major": "民族学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"豆包"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "青海大学",
"major": "民族学",
"score": 86
},
{
"name": "青海师范大学",
"major": "民族学",
"score": 83
},
{
"name": "青海理工学院",
"major": "民族学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"豆包"
],
"predicted_increase": 3,
"score": 50
}
],
"program_type": "民族类特色"
},
{
"name": "青海大学昆仑学院",
"major": "经济学",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "青海大学",
"major": "经济学",
"score": 85
},
{
"name": "青海民族大学",
"major": "经济学",
"score": 82
},
{
"name": "青海师范大学",
"major": "经济学",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 2,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
470,
519
],
"note": "一本下沿/本科上沿",
"recommendations": [
{
"name": "青海卫生职业技术学院",
"major": "护理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海师范大学",
"major": "教育学",
"score": 86
},
{
"name": "青海民族大学",
"major": "英语",
"score": 84
},
{
"name": "青海大学",
"major": "护理",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "西宁城市职业技术学院",
"major": "机电一体化技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海大学昆仑学院",
"major": "土木工程",
"score": 86
},
{
"name": "青海理工学院",
"major": "自动化",
"score": 84
},
{
"name": "青海大学",
"major": "机电一体化技术",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "青海职业技术大学",
"major": "机电一体化技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海民族大学旅游学院",
"major": "酒店管理",
"score": 86
},
{
"name": "青海卫生职业技术学院",
"major": "药学",
"score": 84
},
{
"name": "青海大学",
"major": "机电一体化技术",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "青海大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "青海师范大学",
"major": "临床医学",
"score": 82
},
{
"name": "青海民族大学",
"major": "临床医学",
"score": 80
},
{
"name": "青海理工学院",
"major": "临床医学",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 2,
"score": 25
}
],
"program_type": null
},
{
"name": "青海师范大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "青海大学",
"major": "计算机科学与技术",
"score": 84
},
{
"name": "青海民族大学",
"major": "计算机科学与技术",
"score": 81
},
{
"name": "青海理工学院",
"major": "计算机科学与技术",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 2,
"score": 25
}
],
"program_type": "师范院校特色类"
}
]
},
{
"range": [
420,
469
],
"note": "本科主段（围绕 2025 本科线）",
"recommendations": [
{
"name": "青海交通职业技术学院",
"major": "道路桥梁工程技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "西宁城市职业技术学院",
"major": "护理",
"score": 86
},
{
"name": "青海职业技术大学",
"major": "新能源汽车工程技术",
"score": 84
},
{
"name": "青海大学",
"major": "道路桥梁工程技术",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "青海警官职业学院",
"major": "法律事务",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海交通职业技术学院",
"major": "机电一体化技术",
"score": 86
},
{
"name": "青海建筑职业技术学院",
"major": "工程造价",
"score": 84
},
{
"name": "青海大学",
"major": "法律事务",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "公安院校"
},
{
"name": "青海建筑职业技术学院",
"major": "建筑工程技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海大学",
"major": "药学",
"score": 86
},
{
"name": "青海师范大学",
"major": "教育学",
"score": 84
},
{
"name": "青海民族大学",
"major": "建筑工程技术",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "青海民族大学",
"major": "法学",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "青海大学",
"major": "法学",
"score": 81
},
{
"name": "青海师范大学",
"major": "法学",
"score": 79
},
{
"name": "青海理工学院",
"major": "法学",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": "民族类特色"
},
{
"name": "青海大学昆仑学院",
"major": "工商管理",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "青海大学",
"major": "工商管理",
"score": 80
},
{
"name": "青海民族大学",
"major": "工商管理",
"score": 78
},
{
"name": "青海师范大学",
"major": "工商管理",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
380,
419
],
"note": "本科临界/民办本科段",
"recommendations": [
{
"name": "青海农牧科技职业学院",
"major": "畜牧兽医",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海民族大学",
"major": "英语",
"score": 86
},
{
"name": "青海大学昆仑学院",
"major": "土木工程",
"score": 84
},
{
"name": "青海大学",
"major": "畜牧兽医",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "青海工贸职业技术学院",
"major": "大数据与会计",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "青海理工学院",
"major": "自动化",
"score": 86
},
{
"name": "青海民族大学旅游学院",
"major": "酒店管理",
"score": 84
},
{
"name": "青海大学",
"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": "青海高等职业技术学院",
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{
"name": "西宁城市职业技术学院",
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{
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{
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},
{
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{
"name": "青海水利水电职业技术学院",
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"官方锚点"
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{
"name": "青海职业技术大学",
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},
{
"name": "青海交通职业技术学院",
"major": "机电一体化技术",
"score": 84
},
{
"name": "青海大学",
"major": "水利水电工程技术",
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"人工摘要",
"官方锚点"
],
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}
],
"program_type": null
},
{
"name": "海东学院",
"major": "数学与应用数学",
"frequency": 2,
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"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
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{
"name": "青海警官职业学院",
"major": "司法警务",
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},
{
"name": "青海建筑职业技术学院",
"major": "工程造价",
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},
{
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{
"name": "玉树师范学校",
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{
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{
"name": "青海民族大学",
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}
],
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},
{
"name": "青海大学昆仑学院",
"major": "土木工程",
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"元宝",
"豆包"
],
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{
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},
{
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},
{
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{
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{
"name": "青海农牧职业技术学院",
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{
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],
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]
},
{
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240,
319
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{
"name": "青海柴达木职业技术学院",
"major": "新能源装备技术",
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"官方锚点"
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{
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],
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{
"name": "青海商贸职业学校",
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{
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"major": "酒店管理",
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},
{
"name": "青海大学",
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{
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{
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},
{
"name": "青海农牧职业技术学院",
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"score": 73
},
{
"name": "青海大学",
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],
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],
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},
{
"name": "青海农牧职业技术学院",
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],
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},
{
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{
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"官方锚点"
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{
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{
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},
{
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"官方锚点"
],
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}
],
"program_type": null
},
{
"name": "海西州职业技术学校",
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],
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],
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{
"name": "海南州职业技术学校",
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"官方锚点"
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{
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{
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},
{
"name": "青海大学",
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"frequency": 1,
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}
],
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{
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{
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{
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],
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{
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},
{
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"major": "机电一体化技术",
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},
{
"name": "青海大学",
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"豆包"
],
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],
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],
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},
{
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},
{
"name": "青海省教育考试网",
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}
],
"quality_note": "高置信人工整理推荐（基于青海现有院校池 + 2025 招生章程复核）；青海省教育招生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.qhjyks.com/",
"source_type": "official_release",
"last_updated": "2026-06-25",
"subjects": {
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"score_line_at_600": 0,
"total_above_bachelor_line": 0,
"bachelor_score_line": 344
},
"历史": {
"benchmarks": [],
"score_line_at_600": 0,
"total_above_bachelor_line": 0,
"bachelor_score_line": 376
}
}
}
}
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