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 "name": "Historical 756Dc736A80Ff825C25A",
 "text": "Dynamic regulation of functionally distinct virus-specific T cells should be assessed against Kaal's source-bound claim that In a dynamic framework rulemaking ceases to be a merely reactive process driven by the collective action problem, and instead increasingly uses institution specific and decentralized information that both reflects preceding events and anticipates future contingencies. 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.",
 "author": {
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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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  "decentralization",
  "dynamic-regulation"
 ],
 "scope_conditions": [
  "dynamic elements are incorporated into the rulemaking process",
  "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."
 ],
 "currentDebate": {
  "name": "Dynamic regulation of functionally distinct virus-specific T cells",
  "url": "https://www.semanticscholar.org/paper/99a0ba140bc93f1cfd352a33ece51cac3b8ff3a6"
 },
 "extends": {
  "identifier": "kaal:claim:2273857-048",
  "url": "https://wulfkaal.github.io/claims/2273857-048",
  "citation": "Wulf A. Kaal, Dynamic Regulation of the Financial Services Industry (2013). SSRN: https://ssrn.com/abstract=2273857",
  "paper": "Dynamic Regulation of the Financial Services Industry",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2013",
  "ssrn": "https://ssrn.com/abstract=2273857",
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 },
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   "@id": "https://wulfkaal.github.io/claims/2273857-048"
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   "url": "https://www.semanticscholar.org/paper/99a0ba140bc93f1cfd352a33ece51cac3b8ff3a6"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0003",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "candidateId": "kaal:response-candidate:2026-07-31:73885c0141a2e795",
 "evidenceLevel": "metadata only",
 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, regulation, specific. Scope: dynamic elements are incorporated into the rulemaking process.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 5,
  "sourceRank": 4516,
  "retrievedAt": "2026-07-31T13:58:17.762Z",
  "citationCount": 28,
  "venue": "Proceedings of the National Academy of Sciences of the United States of America",
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 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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