{
  "release_id": "vehicle-integrity-qualification-2026-09-15-v6",
  "test_date": "2026-09-15",
  "scope": "One Clean Dealer Studio result for each of 74 used-vehicle source photos. 71 are untouched first-pass holdout outputs. One is a same-vehicle Standard reprocess. Two are higher-resolution replacement vehicles used after the original dealer files proved too small and the listings were no longer available.",
  "generation": {
    "unique_vehicles": 74,
    "completed_outputs": 74,
    "paid_generation_failures": 0
  },
  "sample_composition": {
    "untouched_first_pass_holdout": 71,
    "same_vehicle_standard_reprocess": 1,
    "higher_resolution_replacement_vehicles": 2
  },
  "integrity_review": {
    "authority": "CarPixAI dedicated Integrity Review agent",
    "completed_evaluations": 74,
    "passed": 72,
    "flagged": 2,
    "evaluation_unavailable": 0,
    "unavailable_breakdown": {
      "provider_failures": 0,
      "malformed_responses": 0
    },
    "pass_definition": "Vehicle material preserved, scene consistent, and result postable",
    "pass_rate_among_completed_evaluations_percent": 97.3,
    "pass_rate_wilson_95_percent_interval": {
      "lower_percent": 90.7,
      "upper_percent": 99.3
    },
    "evaluation_coverage_percent": 100,
    "flagged_breakdown": {
      "confirmed_vehicle_material_exceptions": 1,
      "scene_or_presentation_only_exceptions": 0,
      "inconclusive_insufficient_evidence": 1
    },
    "dimension_results_among_completed_evaluations": {
      "vehicle_material_integrity": {
        "passed": 72,
        "failed": 1,
        "inconclusive": 1,
        "pass_rate_percent": 97.3,
        "pass_rate_wilson_95_percent_interval": {
          "lower_percent": 90.7,
          "upper_percent": 99.3
        }
      },
      "scene_consistency": {
        "passed": 74,
        "failed": 0,
        "inconclusive": 0,
        "pass_rate_percent": 100,
        "pass_rate_wilson_95_percent_interval": {
          "lower_percent": 95.1,
          "upper_percent": 100
        }
      },
      "publication_postability": {
        "yes": 72,
        "human_review": 1,
        "no": 1,
        "postable_rate_percent": 97.3
      }
    },
    "vehicle_material_exception_types": [
      "source-hidden wheel or tire evidence made newly visible"
    ]
  },
  "interpretation": {
    "denominator": "Completed Integrity Review evaluations only",
    "unavailable_evaluations_count_as_integrity_failures": false,
    "inconclusive_evaluations_count_as_integrity_failures": false,
    "flagged_includes_non_material_dimensions": true,
    "secondary_operator_verdicts_included": false,
    "pooled_with_public_vdp_benchmarks": false
  },
  "limitations": [
    "This bounded qualification is not representative of all vehicle photos or processing conditions.",
    "Source and result images remain private; this public artifact reports aggregate results only.",
    "The result does not establish perfect vehicle preservation or automatic publication safety.",
    "One completed evaluation could not confirm a roof-mounted accessory against a busy source background and is reported as inconclusive, not as a failure.",
    "Two vehicles were substituted with higher-resolution public listing photos after the original dealer files were 1024-pixel sources whose listings were no longer available.",
    "One vehicle used a later Standard Clean Dealer Studio reprocess of the same source rather than its first-pass holdout output."
  ]
}