{
  "province": "河北",
  "last_updated": "2026-06-12",
  "data_year": 2025,
  "source": "河北 大厂AI推荐初版骨架（T3.1），仅含头部高校，待人工补完",
  "source_url": "https://github.com/phamnazage-jpg/gaokao-volunteer-system/blob/main/data/crowd_db/hebei.json",
  "source_type": "manual_summary",
  "confidence": 0.45,
  "score_ranges": [
    {
      "range": [
        620,
        680
      ],
      "note": "985 中段",
      "recommendations": [
        {
          "name": "华北电力大学(北京)",
          "major": "电气工程",
          "frequency": 3,
          "platforms": [
            "千问",
            "元宝",
            "百度",
            "豆包"
          ],
          "predicted_increase": 8,
          "alternatives": []
        },
        {
          "name": "东北大学",
          "major": "自动化",
          "frequency": 3,
          "platforms": [
            "千问",
            "元宝",
            "百度",
            "豆包"
          ],
          "predicted_increase": 6,
          "alternatives": []
        }
      ]
    },
    {
      "range": [
        580,
        620
      ],
      "note": "211 中段",
      "recommendations": [
        {
          "name": "河北工业大学",
          "major": "电气工程",
          "frequency": 3,
          "platforms": [
            "千问",
            "元宝",
            "百度",
            "豆包"
          ],
          "predicted_increase": 6,
          "alternatives": []
        },
        {
          "name": "燕山大学",
          "major": "机械工程",
          "frequency": 2,
          "platforms": [
            "千问",
            "元宝",
            "百度",
            "豆包"
          ],
          "predicted_increase": 4,
          "alternatives": []
        }
      ]
    }
  ]
}