{
  "id": "plate-xi",
  "number": "XI",
  "title": "The Repair Manual",
  "act": {
    "number": "III",
    "title": "The Law"
  },
  "corpus_scope": "ICLR 2026 · 307,388 units carrying a suggested fix · clustered locally, named by hand",
  "question": "What do reviewers' suggested fixes actually ask authors to do — and does any of it ask for a different method?",
  "page_url": "https://atlas-of-judgment.pages.dev/",
  "figures": [
    {
      "id": "fig-11",
      "title": "The sixteen repairs, by share of all suggested fixes",
      "deck": "'Extend the evidence' leads at 22% — and its whole family, the work of research, is over two thirds of everything asked.",
      "dom_host": "#repair-rows",
      "claims": [
        {
          "id": "11-extend-leads",
          "statement": "\"Extend the evidence\" leads alone at 22%.",
          "value": {
            "quantity": 0.2215,
            "unit": "share_of_sampled_fixes",
            "n": 80000
          },
          "source_island": "repair-manual.json",
          "source_path": "groups[]",
          "derivation": "the top-ranked of 16 merged repair-type clusters (\"Extend the evidence\") holds 22.15% of the 80,000 sampled 2026 suggested-fixes, ahead of the next two clusters (8.59%, 8.48%)",
          "recompute": "scripts/build_repair_manual.py",
          "dom_ref": "data-repair=\"extend\"",
          "verified": "checked against shipped JSON, 2026-08-25",
          "caveat_refs": [
            "cluster-granularity"
          ]
        },
        {
          "id": "11-family-sum",
          "statement": "The family sum: work of research 69%, writing 26%, disclosure 5%.",
          "value": {
            "quantity": [
              0.69,
              0.26,
              0.05
            ],
            "unit": "share_of_sampled_fixes"
          },
          "source_island": "repair-manual.json",
          "source_path": "groups[]",
          "derivation": "the sixteen named repair types merged into three families (substantiate/work-of-research, articulate/writing, disclose) and summed by share",
          "recompute": "scripts/build_repair_manual.py",
          "dom_ref": "data-repair=\"families\"",
          "verified": "D10 number audit, 2026-08-24",
          "caveat_refs": [
            "cluster-granularity"
          ]
        },
        {
          "id": "11-no-redesign",
          "statement": "None of the sixteen types — none of the 22 raw clusters — asks the authors to change the method itself.",
          "value": {
            "quantity": 0,
            "unit": "count_of_redesign_clusters"
          },
          "source_island": "repair-manual.json",
          "source_path": "groups[]",
          "derivation": "count of the 16 merged types (and the 22 raw k-means clusters beneath them) whose family is a method redesign = 0",
          "recompute": "scripts/build_repair_manual.py",
          "dom_ref": "data-repair=\"redesign\"",
          "verified": "D10 number audit, 2026-08-24",
          "caveat_refs": []
        }
      ]
    }
  ],
  "caveats": [
    {
      "id": "cluster-granularity",
      "text": "A single cluster's share depends on how finely the taxonomy is cut — splitting or merging the 22 raw k-means clusters moves any one type's share, while the three-family totals barely move.",
      "scope": "Fig. 11 all percentages",
      "verified_by": null
    }
  ],
  "links": {
    "recompute_scripts": [
      "scripts/build_repair_manual.py"
    ],
    "data": [
      "/api/v1/data/repair-manual.json"
    ],
    "related_plates": [
      "plate-vii"
    ]
  }
}