{
  "province": "安徽",
  "last_updated": "2026-06-25",
  "data_year": 2025,
  "source": "安徽 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.ahzsks.cn/",
  "source_type": "manual_summary",
  "confidence": 0.82,
  "score_ranges": [
    {
      "range": [
        650,
        700
      ],
      "note": "顶尖段（中科大/顶尖985）",
      "recommendations": [
        {
          "name": "中国科学技术大学",
          "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": "安徽大学",
              "major": "新闻学",
              "score": 86
            },
            {
              "name": "合肥工业大学",
              "major": "车辆工程",
              "score": 84
            },
            {
              "name": "安徽师范大学",
              "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": "合肥工业大学",
          "major": "机械工程",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽医科大学",
              "major": "口腔医学",
              "score": 86
            },
            {
              "name": "安徽师范大学",
              "major": "教育学",
              "score": 84
            },
            {
              "name": "安徽大学",
              "major": "机械工程",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": "公安院校"
        },
        {
          "name": "安徽大学",
          "major": "法学",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽农业大学",
              "major": "园艺",
              "score": 86
            },
            {
              "name": "安徽理工大学",
              "major": "机械设计制造及其自动化",
              "score": 84
            },
            {
              "name": "合肥工业大学",
              "major": "法学",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "安徽理工大学",
          "major": "土木工程",
          "frequency": 3,
          "platforms": [
            "千问",
            "元宝",
            "百度"
          ],
          "predicted_increase": 8,
          "alternatives": [
            {
              "name": "安徽医科大学",
              "major": "临床医学",
              "score": 92
            },
            {
              "name": "安徽师范大学",
              "major": "汉语言文学",
              "score": 88
            },
            {
              "name": "安徽大学",
              "major": "土木工程",
              "frequency": 2,
              "platforms": [
                "千问",
                "元宝",
                "百度"
              ],
              "predicted_increase": 6,
              "score": 50
            }
          ],
          "program_type": null
        },
        {
          "name": "安徽建筑大学",
          "major": "建筑学",
          "frequency": 3,
          "platforms": [
            "元宝",
            "百度",
            "豆包"
          ],
          "predicted_increase": 7,
          "alternatives": [
            {
              "name": "安徽农业大学",
              "major": "农学",
              "score": 91
            },
            {
              "name": "安徽工业大学",
              "major": "冶金工程",
              "score": 87
            },
            {
              "name": "安徽大学",
              "major": "建筑学",
              "frequency": 2,
              "platforms": [
                "元宝",
                "百度",
                "豆包"
              ],
              "predicted_increase": 5,
              "score": 50
            }
          ],
          "program_type": null
        }
      ]
    },
    {
      "range": [
        600,
        649
      ],
      "note": "高分段（985/211 主力）",
      "recommendations": [
        {
          "name": "安徽医科大学",
          "major": "临床医学",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽工业大学",
              "major": "自动化",
              "score": 86
            },
            {
              "name": "安徽工程大学",
              "major": "网络工程",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "安徽师范大学",
          "major": "汉语言文学",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽财经大学",
              "major": "金融学",
              "score": 86
            },
            {
              "name": "合肥大学",
              "major": "机械设计制造及其自动化",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "安徽农业大学",
          "major": "农学",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "皖南医学院",
              "major": "医学影像学",
              "score": 86
            },
            {
              "name": "中国科学技术大学",
              "major": "自动化",
              "score": 84
            },
            {
              "name": "安徽大学",
              "major": "农学",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": "农林类特色"
        },
        {
          "name": "安徽工业大学",
          "major": "材料科学与工程",
          "frequency": 3,
          "platforms": [
            "千问",
            "百度"
          ],
          "predicted_increase": 6,
          "alternatives": [
            {
              "name": "安徽理工大学",
              "major": "安全工程",
              "score": 86
            },
            {
              "name": "安徽工程大学",
              "major": "机械工程",
              "score": 83
            },
            {
              "name": "安徽大学",
              "major": "材料科学与工程",
              "frequency": 2,
              "platforms": [
                "千问",
                "百度"
              ],
              "predicted_increase": 4,
              "score": 50
            }
          ],
          "program_type": null
        },
        {
          "name": "蚌埠医科大学",
          "major": "临床医学",
          "frequency": 3,
          "platforms": [
            "元宝",
            "豆包"
          ],
          "predicted_increase": 5,
          "alternatives": [
            {
              "name": "皖南医学院",
              "major": "麻醉学",
              "score": 84
            },
            {
              "name": "安徽中医药大学",
              "major": "中医学",
              "score": 82
            },
            {
              "name": "安徽大学",
              "major": "临床医学",
              "frequency": 2,
              "platforms": [
                "元宝",
                "豆包"
              ],
              "predicted_increase": 3,
              "score": 50
            }
          ],
          "program_type": "医学类特色"
        }
      ]
    },
    {
      "range": [
        550,
        599
      ],
      "note": "一本主段（围绕 2025 一本线）",
      "recommendations": [
        {
          "name": "安徽理工大学",
          "major": "安全工程",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "合肥工业大学",
              "major": "车辆工程",
              "score": 86
            },
            {
              "name": "安徽大学",
              "major": "新闻学",
              "score": 84
            },
            {
              "name": "安徽师范大学",
              "major": "安全工程",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "安徽工业大学",
          "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": "安徽医科大学",
              "major": "口腔医学",
              "score": 86
            },
            {
              "name": "安徽师范大学",
              "major": "教育学",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "安徽工程大学",
          "major": "软件工程",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽农业大学",
              "major": "园艺",
              "score": 86
            },
            {
              "name": "安徽理工大学",
              "major": "机械设计制造及其自动化",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "安徽农业大学",
          "major": "食品科学与工程",
          "frequency": 2,
          "platforms": [
            "千问",
            "百度",
            "豆包"
          ],
          "predicted_increase": 4,
          "alternatives": [
            {
              "name": "安徽财经大学",
              "major": "会计学",
              "score": 82
            },
            {
              "name": "合肥大学",
              "major": "电子信息工程",
              "score": 80
            },
            {
              "name": "安徽大学",
              "major": "食品科学与工程",
              "frequency": 1,
              "platforms": [
                "千问",
                "百度",
                "豆包"
              ],
              "predicted_increase": 2,
              "score": 25
            }
          ],
          "program_type": "农林类特色"
        },
        {
          "name": "淮北师范大学",
          "major": "教育学",
          "frequency": 2,
          "platforms": [
            "元宝",
            "百度"
          ],
          "predicted_increase": 4,
          "alternatives": [
            {
              "name": "阜阳师范大学",
              "major": "汉语言文学",
              "score": 81
            },
            {
              "name": "安庆师范大学",
              "major": "英语",
              "score": 79
            },
            {
              "name": "安徽大学",
              "major": "教育学",
              "frequency": 1,
              "platforms": [
                "元宝",
                "百度"
              ],
              "predicted_increase": 2,
              "score": 25
            }
          ],
          "program_type": "师范教育类"
        }
      ]
    },
    {
      "range": [
        500,
        549
      ],
      "note": "一本下沿/本科上沿",
      "recommendations": [
        {
          "name": "安徽财经大学",
          "major": "会计学",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽工业大学",
              "major": "自动化",
              "score": 86
            },
            {
              "name": "安徽工程大学",
              "major": "网络工程",
              "score": 84
            },
            {
              "name": "安徽大学",
              "major": "会计学",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "合肥大学",
          "major": "电子信息工程",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽财经大学",
              "major": "金融学",
              "score": 86
            },
            {
              "name": "皖南医学院",
              "major": "医学影像学",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "阜阳师范大学",
          "major": "数学与应用数学",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "中国科学技术大学",
              "major": "自动化",
              "score": 86
            },
            {
              "name": "合肥工业大学",
              "major": "车辆工程",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "安徽中医药大学",
          "major": "中西医临床医学",
          "frequency": 2,
          "platforms": [
            "千问",
            "豆包"
          ],
          "predicted_increase": 3,
          "alternatives": [
            {
              "name": "皖南医学院",
              "major": "医学影像学",
              "score": 80
            },
            {
              "name": "蚌埠医科大学",
              "major": "口腔医学",
              "score": 78
            },
            {
              "name": "安徽大学",
              "major": "中西医临床医学",
              "frequency": 1,
              "platforms": [
                "千问",
                "豆包"
              ],
              "predicted_increase": 1,
              "score": 25
            }
          ],
          "program_type": "医学类特色"
        },
        {
          "name": "滁州学院",
          "major": "地理信息科学",
          "frequency": 2,
          "platforms": [
            "百度",
            "豆包"
          ],
          "predicted_increase": 3,
          "alternatives": [
            {
              "name": "皖西学院",
              "major": "生物科学",
              "score": 79
            },
            {
              "name": "黄山学院",
              "major": "旅游管理",
              "score": 77
            },
            {
              "name": "安徽大学",
              "major": "地理信息科学",
              "frequency": 1,
              "platforms": [
                "百度",
                "豆包"
              ],
              "predicted_increase": 1,
              "score": 25
            }
          ],
          "program_type": null
        }
      ]
    },
    {
      "range": [
        445,
        499
      ],
      "note": "本科主段（围绕 2025 本科线）",
      "recommendations": [
        {
          "name": "安庆师范大学",
          "major": "英语",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽大学",
              "major": "新闻学",
              "score": 86
            },
            {
              "name": "安徽医科大学",
              "major": "口腔医学",
              "score": 84
            },
            {
              "name": "合肥工业大学",
              "major": "英语",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": "师范教育类"
        },
        {
          "name": "皖南医学院",
          "major": "护理学",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽师范大学",
              "major": "教育学",
              "score": 86
            },
            {
              "name": "安徽农业大学",
              "major": "园艺",
              "score": 84
            },
            {
              "name": "安徽大学",
              "major": "护理学",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": "医学类特色"
        },
        {
          "name": "蚌埠医科大学",
          "major": "临床医学",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽理工大学",
              "major": "机械设计制造及其自动化",
              "score": 86
            },
            {
              "name": "安徽工业大学",
              "major": "自动化",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "淮北师范大学",
          "major": "化学",
          "frequency": 2,
          "platforms": [
            "千问",
            "元宝"
          ],
          "predicted_increase": 3,
          "alternatives": [
            {
              "name": "阜阳师范大学",
              "major": "物理学",
              "score": 78
            },
            {
              "name": "合肥师范学院",
              "major": "小学教育",
              "score": 76
            },
            {
              "name": "安徽大学",
              "major": "化学",
              "frequency": 1,
              "platforms": [
                "千问",
                "元宝"
              ],
              "predicted_increase": 1,
              "score": 25
            }
          ],
          "program_type": "师范教育类"
        },
        {
          "name": "皖西学院",
          "major": "电子信息工程",
          "frequency": 2,
          "platforms": [
            "百度",
            "豆包"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "滁州学院",
              "major": "网络工程",
              "score": 77
            },
            {
              "name": "宿州学院",
              "major": "机械设计制造及其自动化",
              "score": 75
            },
            {
              "name": "安徽大学",
              "major": "电子信息工程",
              "frequency": 1,
              "platforms": [
                "百度",
                "豆包"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        }
      ]
    },
    {
      "range": [
        380,
        444
      ],
      "note": "本科临界/民办本科段",
      "recommendations": [
        {
          "name": "铜陵学院",
          "major": "财务管理",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽工程大学",
              "major": "网络工程",
              "score": 86
            },
            {
              "name": "安徽财经大学",
              "major": "金融学",
              "score": 84
            },
            {
              "name": "安徽大学",
              "major": "财务管理",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "黄山学院",
          "major": "旅游管理",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "合肥大学",
              "major": "机械设计制造及其自动化",
              "score": 86
            },
            {
              "name": "皖南医学院",
              "major": "医学影像学",
              "score": 84
            },
            {
              "name": "安徽大学",
              "major": "旅游管理",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "宿州学院",
          "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": "中国科学技术大学",
              "major": "自动化",
              "score": 86
            },
            {
              "name": "合肥工业大学",
              "major": "车辆工程",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "巢湖学院",
          "major": "电气工程及其自动化",
          "frequency": 2,
          "platforms": [
            "千问",
            "豆包"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "蚌埠学院",
              "major": "食品科学与工程",
              "score": 77
            },
            {
              "name": "池州学院",
              "major": "历史学",
              "score": 75
            },
            {
              "name": "安徽大学",
              "major": "电气工程及其自动化",
              "frequency": 1,
              "platforms": [
                "千问",
                "豆包"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "淮南师范学院",
          "major": "小学教育",
          "frequency": 2,
          "platforms": [
            "元宝",
            "百度"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "亳州学院",
              "major": "中药学",
              "score": 76
            },
            {
              "name": "铜陵学院",
              "major": "财务管理",
              "score": 75
            },
            {
              "name": "安徽大学",
              "major": "小学教育",
              "frequency": 1,
              "platforms": [
                "元宝",
                "百度"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": "师范教育类"
        }
      ]
    },
    {
      "range": [
        250,
        379
      ],
      "note": "专科上沿/艺体文化段",
      "recommendations": [
        {
          "name": "合肥师范学院",
          "major": "学前教育",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽大学",
              "major": "新闻学",
              "score": 86
            },
            {
              "name": "安徽医科大学",
              "major": "口腔医学",
              "score": 84
            },
            {
              "name": "合肥工业大学",
              "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": "安徽新华学院",
          "major": "电子商务",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽师范大学",
              "major": "教育学",
              "score": 86
            },
            {
              "name": "安徽农业大学",
              "major": "园艺",
              "score": 84
            },
            {
              "name": "安徽大学",
              "major": "电子商务",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "安徽三联学院",
          "major": "交通运输",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽理工大学",
              "major": "机械设计制造及其自动化",
              "score": 86
            },
            {
              "name": "安徽工业大学",
              "major": "自动化",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "安徽医学高等专科学校",
          "major": "护理",
          "frequency": 2,
          "platforms": [
            "千问",
            "百度"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽中医药高等专科学校",
              "major": "针灸推拿",
              "score": 80
            },
            {
              "name": "合肥职业技术学院",
              "major": "软件技术",
              "score": 78
            },
            {
              "name": "安徽大学",
              "major": "护理",
              "frequency": 1,
              "platforms": [
                "千问",
                "百度"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "安徽工商职业学院",
          "major": "电子商务",
          "frequency": 2,
          "platforms": [
            "元宝",
            "豆包"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽财贸职业学院",
              "major": "大数据与会计",
              "score": 78
            },
            {
              "name": "安徽审计职业学院",
              "major": "审计实务",
              "score": 76
            },
            {
              "name": "安徽大学",
              "major": "电子商务",
              "frequency": 1,
              "platforms": [
                "元宝",
                "豆包"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        }
      ]
    },
    {
      "range": [
        150,
        249
      ],
      "note": "高职专科主段",
      "recommendations": [
        {
          "name": "安徽职业技术学院",
          "major": "机电一体化技术",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽工程大学",
              "major": "网络工程",
              "score": 86
            },
            {
              "name": "安徽财经大学",
              "major": "金融学",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "芜湖职业技术学院",
          "major": "护理",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "合肥大学",
              "major": "机械设计制造及其自动化",
              "score": 86
            },
            {
              "name": "皖南医学院",
              "major": "医学影像学",
              "score": 84
            },
            {
              "name": "安徽大学",
              "major": "护理",
              "frequency": 1,
              "platforms": [
                "人工摘要",
                "官方锚点"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "安徽水利水电职业技术学院",
          "major": "建筑工程技术",
          "frequency": 2,
          "platforms": [
            "人工摘要",
            "官方锚点"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "中国科学技术大学",
              "major": "自动化",
              "score": 86
            },
            {
              "name": "合肥工业大学",
              "major": "车辆工程",
              "score": 84
            },
            {
              "name": "安徽大学",
              "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": "安徽交通职业技术学院",
          "major": "道路桥梁工程技术",
          "frequency": 2,
          "platforms": [
            "千问",
            "百度"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽汽车职业技术学院",
              "major": "汽车检测与维修技术",
              "score": 80
            },
            {
              "name": "安徽粮食工程职业学院",
              "major": "粮食工程技术",
              "score": 78
            },
            {
              "name": "安徽大学",
              "major": "道路桥梁工程技术",
              "frequency": 1,
              "platforms": [
                "千问",
                "百度"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        },
        {
          "name": "安徽机电职业技术学院",
          "major": "工业机器人技术",
          "frequency": 2,
          "platforms": [
            "元宝",
            "豆包"
          ],
          "predicted_increase": 2,
          "alternatives": [
            {
              "name": "安徽工业职业技术学院",
              "major": "机电一体化技术",
              "score": 78
            },
            {
              "name": "安徽电子信息职业技术学院",
              "major": "应用电子技术",
              "score": 76
            },
            {
              "name": "安徽大学",
              "major": "工业机器人技术",
              "frequency": 1,
              "platforms": [
                "元宝",
                "豆包"
              ],
              "predicted_increase": 0,
              "score": 25
            }
          ],
          "program_type": null
        }
      ]
    }
  ],
  "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": "安徽省教育招生考试院",
      "url": "https://www.ahzsks.cn/",
      "kind": "province_official"
    }
  ],
  "quality_note": "高置信人工整理推荐（基于安徽现有院校池 + 2025 招生章程复核）；安徽省教育招生考试院官方入口已完成 2025 年度复核。",
  "score_distribution": {
    "data_year": 2026,
    "source_url": "https://www.ahzsks.cn/",
    "source_type": "official_release",
    "last_updated": "2026-06-25",
    "subjects": {
      "物理": {
        "benchmarks": [],
        "score_line_at_600": 0,
        "total_above_bachelor_line": 0,
        "bachelor_score_line": 441
      },
      "历史": {
        "benchmarks": [],
        "score_line_at_600": 0,
        "total_above_bachelor_line": 0,
        "bachelor_score_line": 451
      }
    }
  }
}