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 "text": "In Vivo and In Vitro Dynamics of Undifferentiated Embryonic Cell Transcription Factor 1 should be assessed against Kaal's source-bound claim that Because the pace of innovation continues to accelerate, future contingencies in rulemaking are likely to grow substantially, which makes the dynamic anticipation of those contingencies increasingly important for rulemaking. 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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 "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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  "identifier": "kaal:claim:2957645-005",
  "url": "https://wulfkaal.github.io/claims/2957645-005",
  "citation": "Kaal, Dynamic Regulation via Contingent Capital (2017). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2957645",
  "paper": "Dynamic Regulation via Contingent Capital",
  "authors": [
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  "ssrn": "",
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 "candidateId": "kaal:response-candidate:2026-07-31:aef982ce72239ef9",
 "evidenceLevel": "abstract indexed",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: continues, dynamic, regulation, future. Scope: continued exponential growth of technology and innovation.",
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  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
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  "page": 2,
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  "retrievedAt": "2026-07-31T13:58:14.237Z",
  "citationCount": 15,
  "venue": "Stem Cell Reports",
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