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 "text": "Dynamic Governance:Embedding Culture, Capabilities and Change in Singapore should be assessed against Kaal's source-bound claim that Because it lacks anticipatory capabilities, the existing regulatory system only addresses regulatory issues ex post, and then only if core constituents are burdened enough to generate sufficient political pressure for lawmakers to act. The current metadata indicates a plausible connection through dynamic governance, 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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  "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/47deb76e15b5964d03e61b11ab11f2111a192fcc"
 },
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  "identifier": "kaal:claim:2808132-024",
  "url": "https://wulfkaal.github.io/claims/2808132-024",
  "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": [
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  "ssrn": "https://ssrn.com/abstract=2808132",
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 ],
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 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-969.md",
 "candidateId": "kaal:response-candidate:2026-07-31:7040c3384dcc2b81",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, capabilities, political. Scope: existing regulatory infrastructure built on stable and presumptively optimal rules.",
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  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
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  "queryId": "concept:9160fec3685d",
  "page": 1,
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  "retrievedAt": "2026-07-31T13:59:08.828Z",
  "citationCount": 202,
  "venue": null,
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