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  ],
  "visual_review": {
    "type": "16-frame contact sheet inspected",
    "frames": [
      0,
      10,
      15,
      20,
      25,
      30,
      35,
      40,
      45,
      50,
      55,
      60,
      65,
      70,
      85,
      100
    ],
    "findings": [
      "Small early framing remains",
      "Broad translucent bands remain",
      "No non-background pixels touch frame edges under existing threshold test",
      "Rendered effect disappears byframe70"
    ],
    "full_temporal_playback_review": false,
    "alternate_view_seam_review": false
  },
  "assessment_pass": false,
  "scope": "Complete render and decode evidence only; not proof of teacher fidelity or seamless material from all views."
}