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  "schema_version": 2,
  "title": "Reproduction: Networked Information Aggregation for Binary Classification",
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    "arxiv_id": "2605.01082"
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        "file": "pages/executive-summary/page.md",
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      },
      {
        "slug": "claim-1-upper-bound-under-m-coverage",
        "title": "Claim 1: Upper Bound Under M-Coverage",
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        "children": []
      },
      {
        "slug": "claim-2-lower-bound-k-d",
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      },
      {
        "slug": "claim-3-bce-residual-orthogonality",
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        "children": []
      },
      {
        "slug": "claim-4-bce-kl-decomposition",
        "title": "Claim 4: BCE KL Decomposition",
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      },
      {
        "slug": "claim-5-sequential-logit-protocol",
        "title": "Claim 5: Sequential Logit Protocol",
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        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
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