metadata/production-quality-passed.json

{
  "status": "passed",
  "utc": "2026-10-06T15:38:51.273275+00:00",
  "reviewed_production_people": [
    "person-0001",
    "person-0068",
    "person-0133"
  ],
  "reviewed_production_images": 30,
  "integrity_verified_images": 70,
  "findings": "Identity,outfit,pose and clean greenscreen preserved closely; mild expression edits visible; some negative emotions overlap",
  "settings": "Undistilled BF16 native9B character rank64 LoRA,50steps CFG4, neutral visual reference416x624",
  "limitations": [
    "Reference conditioning can slightly alter facial details and clothing folds",
    "Visual assessment of rendered age and identity is subjective; demographic labels are intended prompt attributes",
    "Mild fear,sadness and disgust can be visually close; labels record the requested expression,not a ground-truth expression classifier"
  ]
}