{
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      "issues": [
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      "issues": [
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      ]
    },
    {
      "filename": "fix-it-in-pre-workflow-shift-reallocates-value-from-post-production-to-pre-production-and-distributors.md",
      "issues": [
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      ]
    }
  ],
  "validation_stats": {
    "total": 3,
    "kept": 0,
    "fixed": 3,
    "rejected": 3,
    "fixes_applied": [
      "historical-entertainment-technology-transitions-produce-35-percent-revenue-contraction-for-incumbents-within-five-years.md:set_created:2026-03-16",
      "ai-production-efficiency-gains-accrue-primarily-to-distributors-not-producers-because-of-structural-market-dynamics.md:set_created:2026-03-16",
      "fix-it-in-pre-workflow-shift-reallocates-value-from-post-production-to-pre-production-and-distributors.md:set_created:2026-03-16"
    ],
    "rejections": [
      "historical-entertainment-technology-transitions-produce-35-percent-revenue-contraction-for-incumbents-within-five-years.md:missing_attribution_extractor",
      "ai-production-efficiency-gains-accrue-primarily-to-distributors-not-producers-because-of-structural-market-dynamics.md:missing_attribution_extractor",
      "fix-it-in-pre-workflow-shift-reallocates-value-from-post-production-to-pre-production-and-distributors.md:missing_attribution_extractor"
    ]
  },
  "model": "anthropic/claude-sonnet-4.5",
  "date": "2026-03-16"
}