logbook.json

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  "schema_version": 2,
  "title": "Reproduction: Let the Prototype Guide You: Robust Aggregation of Sparse Multi-Class Annotations via Annotator Prototype Learning",
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  "tags": [
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    "open-reproductions",
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  "updated_at": "2026-07-29T22:17:00+00:00",
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    "title": "Reproduction: Let the Prototype Guide You: Robust Aggregation of Sparse Multi-Class Annotations via Annotator Prototype Learning",
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      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-shared-prototype-annotator-model",
        "title": "Claim 1: Shared Prototype Annotator Model",
        "file": "pages/claim-1-shared-prototype-annotator-model/page.md",
        "children": []
      },
      {
        "slug": "claim-2-val5-best-case-improvement",
        "title": "Claim 2: Val5 Best-Case Improvement",
        "file": "pages/claim-2-val5-best-case-improvement/page.md",
        "children": []
      },
      {
        "slug": "claim-3-average-accuracy-across-datasets",
        "title": "Claim 3: Average Accuracy Across Datasets",
        "file": "pages/claim-3-average-accuracy-across-datasets/page.md",
        "children": []
      },
      {
        "slug": "claim-4-prototype-set-size-ablation",
        "title": "Claim 4: Prototype Set Size Ablation",
        "file": "pages/claim-4-prototype-set-size-ablation/page.md",
        "children": []
      },
      {
        "slug": "claim-5-computational-cost",
        "title": "Claim 5: Computational Cost",
        "file": "pages/claim-5-computational-cost/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
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        "children": []
      }
    ]
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