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 "text": "Motives and goals, or: The joys and meanings of life should be assessed against Kaal's source-bound claim that Indirect regulation of hedge funds attains most regulatory objectives while still leaving the industry the operating freedom it needs, which makes it preferable to the direct alternatives. 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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 "dateModified": "2026-07-31",
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  "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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  "url": "https://www.semanticscholar.org/paper/ef65975fa654cbae613f1b7f86e2c1b8b6ce1f67"
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 "extends": {
  "identifier": "kaal:claim:3405660-005",
  "url": "https://wulfkaal.github.io/claims/3405660-005",
  "citation": "Kaal, Indirect Regulation of Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3405660",
  "paper": "Indirect Regulation of Hedge Funds",
  "authors": [
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   "url": "https://www.semanticscholar.org/paper/ef65975fa654cbae613f1b7f86e2c1b8b6ce1f67"
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: abstract, chapter, dynamic, regulation, operating, indirect. Scope: review source claim scope.",
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  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 7,
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  "retrievedAt": "2026-07-31T13:58:24.892Z",
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