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 "text": "Dynamic Regulation of Public Franchises with Imperfectly Correlated Demand Shocks should be assessed against Kaal's source-bound claim that Regulators should take anticipatory measures only after cross-validation and triangulation, that is, when multiple independent data analyses point unanimously toward a specific demand for regulatory action. 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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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "unanimous convergence of those analyses",
  "External evidence level: metadata only.",
  "Mapping review tier: moderate-confidence 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/461c3cb99dce8a9042c3eb19fbb0d9d09adc0118"
 },
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  "identifier": "kaal:claim:2808132-048",
  "url": "https://wulfkaal.github.io/claims/2808132-048",
  "citation": "Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data (2016). SSRN: https://ssrn.com/abstract=2808132",
  "paper": "Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2016",
  "ssrn": "https://ssrn.com/abstract=2808132",
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 ],
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 "mappingWhyRelevant": "Shared high-information concepts: dynamic, regulation, demand. Scope: multiple high-quality decentralized real-time data sources available to regulators; unanimous convergence of those analyses.",
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  "query": "dynamic regulation",
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  "retrievedAt": "2026-07-31T13:58:15.259Z",
  "citationCount": 2,
  "venue": "Social Science Research Network",
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