{
  "id": "plate-xxx",
  "number": "XXX",
  "title": "The Specimens",
  "act": {
    "number": "Coda",
    "title": "The Archive"
  },
  "corpus_scope": "ICLR 2026 · 232 sampled reviews",
  "question": "Do the atlas's structured readings hold up against the original review text?",
  "page_url": "https://atlas-of-judgment.pages.dev/",
  "figures": [
    {
      "id": "fig-29",
      "title": "Raw reasoning, unretouched",
      "deck": "Not at random: for each object of scrutiny, up to twenty reviews were taken and deduplicated across objects — 232 reviews in all, here to be checked against the originals.",
      "dom_host": "#reviews",
      "claims": [
        {
          "id": "29-sample-size",
          "statement": "For each of the twelve objects of scrutiny, up to twenty reviews were taken that contain at least one unit confidently assigned to that object, deduplicated across objects — 232 reviews in all.",
          "value": {
            "quantity": 232,
            "unit": "count_reviews"
          },
          "source_island": "viz-data.json",
          "source_path": "sample_reviews[]",
          "derivation": "up to 20 reviews per object of scrutiny (12 objects), each containing ≥1 unit assigned to that object at label similarity ≥0.75, deduplicated across objects so no review is counted twice",
          "recompute": "scripts/build_unit_viz_data.py",
          "dom_ref": null,
          "verified": "claim recomputed from source island, 2026-08-25",
          "caveat_refs": [
            "sampling-not-representative"
          ]
        },
        {
          "id": "29-per-object-cap",
          "statement": "Up to twenty reviews were taken per object of scrutiny, across all twelve objects.",
          "value": {
            "quantity": [
              12,
              20
            ],
            "unit": "objects_and_max_reviews_per_object"
          },
          "source_island": "viz-data.json",
          "source_path": "sample_reviews[]",
          "derivation": "sampling cap of 20 reviews per object, applied independently across the 12-object taxonomy before deduplication",
          "recompute": "scripts/build_unit_viz_data.py",
          "dom_ref": null,
          "verified": "claim recomputed from source island, 2026-08-25",
          "caveat_refs": [
            "sampling-not-representative"
          ]
        },
        {
          "id": "29-similarity-threshold",
          "statement": "A review qualifies for a given object only where it contains at least one unit confidently assigned to that object (label similarity 0.75 or better).",
          "value": {
            "quantity": 0.75,
            "unit": "min_label_similarity_threshold"
          },
          "source_island": "viz-data.json",
          "source_path": "sample_reviews[].units[]",
          "derivation": "inclusion filter: unit-to-object-centroid cosine similarity ≥ 0.75",
          "recompute": "scripts/build_unit_viz_data.py",
          "dom_ref": null,
          "verified": "claim recomputed from source island, 2026-08-25",
          "caveat_refs": [
            "structured-reading-not-verbatim"
          ]
        }
      ]
    }
  ],
  "caveats": [
    {
      "id": "sampling-not-representative",
      "text": "The sample therefore covers the taxonomy evenly rather than reflecting how often each object occurs, and it is here to be checked against the originals, not to be counted.",
      "scope": "the 232-review specimen sample",
      "verified_by": null
    },
    {
      "id": "structured-reading-not-verbatim",
      "text": "Each bordered block is one logic unit, the atlas's structured reading of the reviewer's prose — not the reviewer's own words.",
      "scope": "all specimen unit content",
      "verified_by": null
    }
  ],
  "links": {
    "recompute_scripts": [
      "scripts/build_unit_viz_data.py"
    ],
    "data": [
      "/api/v1/data/viz-data.json"
    ],
    "related_plates": []
  }
}