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  "validation_stats": {
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    "kept": 0,
    "fixed": 5,
    "rejected": 3,
    "fixes_applied": [
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      "creator-owned-platforms-achieve-20-40x-arpu-premium-over-platform-dependent-creators-through-direct-subscription-models.md:stripped_wiki_link:the-media-attractor-state-is-community-filtered-IP-with-AI-c",
      "owned-distribution-platforms-face-tam-ceiling-at-50-67-percent-market-penetration-creating-structural-scaling-limits.md:set_created:2026-03-16",
      "creator-ownership-enables-profit-redistribution-to-all-contributors-including-non-cast-participants-as-operational-default.md:set_created:2026-03-16",
      "creator-ownership-enables-profit-redistribution-to-all-contributors-including-non-cast-participants-as-operational-default.md:stripped_wiki_link:community-ownership-accelerates-growth-through-aligned-evang"
    ],
    "rejections": [
      "creator-owned-platforms-achieve-20-40x-arpu-premium-over-platform-dependent-creators-through-direct-subscription-models.md:missing_attribution_extractor",
      "owned-distribution-platforms-face-tam-ceiling-at-50-67-percent-market-penetration-creating-structural-scaling-limits.md:missing_attribution_extractor",
      "creator-ownership-enables-profit-redistribution-to-all-contributors-including-non-cast-participants-as-operational-default.md:missing_attribution_extractor"
    ]
  },
  "model": "anthropic/claude-sonnet-4.5",
  "date": "2026-03-16"
}