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      "scenario_confidence": 0.62,
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
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        "review_required": true
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      "is_inspection": null,
      "quality_notes": "",
      "daily_delta": {
        "cost": 0,
        "message_count": 2,
        "user_message_count": 1,
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        "token_usage": {},
        "message_categories": {
          "Ad hoc 查询": 1
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      }
    }
  ]
}