{
  "schemaVersion": "kiro.layout-ab-results.v1",
  "cohort": {
    "documents": 31,
    "pages": 142,
    "rawLayoutGroundTruthDocuments": 5
  },
  "recommendation": "현재 Heron 유지",
  "winner": "heron",
  "profile": {
    "id": "kiro-dpa-v2-connected-20261103-v2",
    "label": "DPA v2 · 고정 평가 프로필",
    "areaWeight": 1,
    "missingPolicy": "GT-positive omission is zero; absent/unsupported GT is N/A and excluded, with explicit status. No zero/100 imputation.",
    "scope": "Per-input DPA averages available area scores only with at least three measured areas. Overall retains official native aggregation, averages declared native/supplemental protocol cohorts equally within dataset/metric, then datasets within each area, then measured areas. Per-page diagnostics never enter the overall score.",
    "areas": [
      {
        "id": "flow",
        "label": "읽기 흐름",
        "metrics": [
          "reading_order"
        ]
      },
      {
        "id": "content",
        "label": "문자 내용",
        "metrics": [
          "text"
        ]
      },
      {
        "id": "structure",
        "label": "문서 구조·목차",
        "metrics": [
          "heading",
          "layout"
        ]
      },
      {
        "id": "media",
        "label": "그림·표·수식",
        "metrics": [
          "table",
          "figure",
          "formula"
        ]
      },
      {
        "id": "typography",
        "label": "글자 표현",
        "metrics": [
          "styling"
        ]
      },
      {
        "id": "notes",
        "label": "주석·참조",
        "metrics": [
          "notes"
        ]
      },
      {
        "id": "running",
        "label": "반복 요소·원본 페이지",
        "metrics": [
          "running_matter",
          "source_page"
        ]
      }
    ],
    "notes": [
      "서식 종합은 제목을 포함하므로 DPA의 글자 표현에는 공식 글자 스타일 하위 점수를 사용하고 제목은 구조 영역에서 계산한다.",
      "병합·연결·표 구조만 지표는 진단용으로 보존하고 이번 대표 프로필에는 중복 합산하지 않는다.",
      "샘플마다 측정 가능한 영역이 다르다. DPA 옆의 영역 수와 메트릭을 함께 비교한다.",
      "표 구조 0점은 셀 구조 복원에 대한 점수다. EPUB에 표 이미지가 보존되었는지와 독자에게 읽히는지는 별도 증거로 확인한다.",
      "머리말·꼬리말·쪽번호의 본문 잔류는 공개 GT 라벨을 ParseBench 공식 leak 축에 연결했다. 원본 쪽 탐색은 명시적인 인쇄 번호가 있는 쪽의 관계 F1이다.",
      "주석 표식↔본문↔복귀 관계는 이 묶음에 연결 정답이 없다. 제거·원본쪽 영역과 구분한다.",
      "단일·제한 과제 표본은 DPA를 발행하지 않는다. 샘플 DPA는 최소 3개 영역이 측정된 경우만 제공하며, 개별 메트릭은 항상 보존한다.",
      "레이아웃/표 GT에 있는 정보를 연결한 보충 평가를 원래 벤치마크 결과와 구분한다. 표 전용 GT의 문자 점수 범위는 표 셀 문자다.",
      "제목 인식과 계층은 구분한다. is_title은 굵은 제목도 허용하는 공식 규칙이며 수준/부모 관계를 채점하지 않는다. 계층 정답을 임의 생성하지 않는다."
    ],
    "normalization": "Official raw metrics are preserved. Only quality inputs to DPA are bounded to 0..100, including negative official TEDS values.",
    "minimumSampleAreas": 3
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        "avg_f1_Picture": 0.4666666666666667,
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        "min_mean_f1": 0.3095785440613027,
        "max_mean_f1": 0.75,
        "avg_num_predictions": 83,
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        "max_num_predictions": 124,
        "avg_num_ground_truth": 24.8,
        "min_num_ground_truth": 24,
        "max_num_ground_truth": 25,
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        "min_layout_classification_pass_rate": 0.6,
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        "avg_f1_Table": 1,
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