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 "name": "Streaming A Multi Omics Atlas Of Testicular Development In Leiocassis Longirostris 13848Cc805",
 "text": "A multi-omics atlas of testicular development in Leiocassis longirostris: dynamic regulation of spermatogenesis. presents the following source proposition: We elucidated molecular mechanisms underlying testicular development of L. This proposition is pertinent to Kaal's source-bound claim that Kaal advocates an ex-ante governance approach within Web3 frameworks in which community coordinated regulatory measures and oversight mechanisms are set during the development phase of AI technologies rather than imposed after deployment. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3538.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
  "paper": "Wulf A. Kaal, AI Governance Via Web3 Reputation System",
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