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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2586",
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 "name": "Historical Ebb49Da51D833D1F4Fc9",
 "text": "Research on Business Models and Risk Governance Frameworks for Fintech-Enabled Financing of Micro and Small Enterprises should be assessed against Kaal's source-bound claim that Even if regulators could obtain the depth of information needed for anticipatory rulemaking, acting on venture capital signals risks wasting scarce regulatory resources, because venture capital funds make many investments that do not succeed and companies still incubating may raise no clear regulatory issues. 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.",
 "author": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
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 "keywords": [
  "innovation",
  "dynamic-regulation"
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  "anticipatory regulatory action based on venture capital data alone",
  "portfolio companies still in incubation",
  "External evidence level: abstract indexed.",
  "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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  "name": "Research on Business Models and Risk Governance Frameworks for Fintech-Enabled Financing of Micro and Small Enterprises",
  "url": "https://www.semanticscholar.org/paper/5fb1af7282568d235af3f4746b793810aa7f1505"
 },
 "extends": {
  "identifier": "kaal:claim:2808132-047",
  "url": "https://wulfkaal.github.io/claims/2808132-047",
  "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",
  "source_pdf_sha256": "3515f2317ed9c1d33ae55d70467cdf1f6c4e350065ea6a887d5d7619599ad7d2"
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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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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: risk, financing, innovation, out, information, data, risks, depth. Scope: anticipatory regulatory action based on venture capital data alone; portfolio companies still in incubation.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic governance",
  "queryId": "concept:9160fec3685d",
  "page": 1,
  "sourceRank": 155,
  "retrievedAt": "2026-07-31T13:59:08.828Z",
  "citationCount": 1,
  "venue": "International Scientific Technical  and Economic Research",
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