{
  "schema_version": 1,
  "title": "Repro - Demystifying LLM-as-a-Judge",
  "emoji": "🎯",
  "space_id": "DineshAI/ANVg7NnupP",
  "paper": {
    "arxiv_id": "2512.19905"
  },
  "tags": [
    "icml2026-repro",
    "paper-ANVg7NnupP"
  ],
  "updated_at": "2026-07-26T00:00:00+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Demystifying LLM-as-a-Judge",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "current-verification",
        "title": "Current verification: five claim contracts",
        "file": "pages/current-verification/page.md",
        "children": []
      },
      {
        "slug": "claim-4-optimal-temperature",
        "title": "Claim 4: optimal high-temperature formula",
        "file": "pages/claim-4-optimal-temperature/page.md",
        "children": []
      },
      {
        "slug": "claim-5-scaling-comparison",
        "title": "Claim 5: inference versus training-data scaling",
        "file": "pages/claim-5-scaling-comparison/page.md",
        "children": []
      },
      {
        "slug": "evaluator-visibility-matrix",
        "title": "Evaluator visibility matrix",
        "file": "pages/evaluator-visibility-matrix/page.md",
        "children": []
      },
      {
        "slug": "llm-judge-scaling-repro",
        "title": "llm-judge-scaling-repro",
        "file": "pages/llm-judge-scaling-repro/page.md",
        "children": []
      },
      {
        "slug": "00-scored-evidence-summary",
        "title": "00 - Scored evidence summary",
        "file": "pages/00-scored-evidence-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-aligned-reward",
        "title": "Claim 1 - Aligned reward",
        "file": "pages/claim-1-aligned-reward/page.md",
        "children": []
      },
      {
        "slug": "claim-2-finite-optimum",
        "title": "Claim 2 - Finite optimum",
        "file": "pages/claim-2-finite-optimum/page.md",
        "children": []
      },
      {
        "slug": "claim-3-inverse-square-best-of-k",
        "title": "Claim 3 - Inverse-square best-of-k",
        "file": "pages/claim-3-inverse-square-best-of-k/page.md",
        "children": []
      },
      {
        "slug": "methods-controls-and-provenance",
        "title": "Methods, controls, and provenance",
        "file": "pages/methods-controls-and-provenance/page.md",
        "children": []
      },
      {
        "slug": "limitations",
        "title": "Limitations",
        "file": "pages/limitations/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 8000,
  "revision": "candidate-awaiting-publication"
}