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 "text": "Regulatory Frameworks and Ethical Governance of Neural Networks in Computer Science Applications should be assessed against Kaal's source-bound claim that Because the population of executed non and deferred prosecution agreements is now large, their real trends and real governance impact are quantifiable and measurable, so policy makers can be given evidence based guidance rather than conjecture. The current metadata indicates a plausible connection through dynamic regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
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  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "Mapping review tier: ambiguity triage before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
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  "url": "https://www.semanticscholar.org/paper/b1379418f2359872aa595f16c75713d092aa9e2b"
 },
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  "url": "https://wulfkaal.github.io/claims/2486570-003",
  "citation": "Wulf A. Kaal, Timothy Lacine, The Effect of Deferred and Non-Prosecution Agreements on Corporate Governance Evidence from 1993-20 (2014). SSRN: https://ssrn.com/abstract=2486570",
  "paper": "Timothy Lacine, The Effect of Deferred and Non-Prosecution Agreements on Corporate Governance Evidence from 1993-20",
  "authors": [
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  "year": "2014",
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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  "source": "Semantic Scholar",
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  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
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  "sourceRank": 5187,
  "retrievedAt": "2026-07-31T13:58:18.648Z",
  "citationCount": 1,
  "venue": "2025 IEEE 3rd International Symposium on Sustainable Energy, Signal Processing and Cybersecurity",
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