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 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-3319",
 "identifier": "kaal:position:2026-07-31-3319",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical Eeaab4182259F0178583",
 "text": "Dynamic regulation of hepatic lipid metabolism by torsinA and its activators 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 regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "qualification",
 "keywords": [
  "dynamic-regulation",
  "regulatory-failure"
 ],
 "scope_conditions": [
  "existing regulatory infrastructure built on stable and presumptively optimal rules",
  "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."
 ],
 "currentDebate": {
  "name": "Dynamic regulation of hepatic lipid metabolism by torsinA and its activators",
  "url": "https://www.semanticscholar.org/paper/27863220a241674d160b17c6bd14c71bbcd0a19b"
 },
 "extends": {
  "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": [
   "Wulf A. Kaal"
  ],
  "year": "2016",
  "ssrn": "https://ssrn.com/abstract=2808132",
  "source_pdf_sha256": "3515f2317ed9c1d33ae55d70467cdf1f6c4e350065ea6a887d5d7619599ad7d2"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/2808132-024"
  },
  {
   "@type": "CreativeWork",
   "name": "Dynamic regulation of hepatic lipid metabolism by torsinA and its activators",
   "url": "https://www.semanticscholar.org/paper/27863220a241674d160b17c6bd14c71bbcd0a19b"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0014",
 "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.",
 "isPartOf": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-3319",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-3319.md",
 "candidateId": "kaal:response-candidate:2026-07-31:07e988bde17b66df",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2307,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, regulation, lacks, associated, only, act, regulate. Scope: existing regulatory infrastructure built on stable and presumptively optimal rules.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 2,
  "sourceRank": 1222,
  "retrievedAt": "2026-07-31T13:58:14.237Z",
  "citationCount": 8,
  "venue": "JCI Insight",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "82d6fc9e878e47da1a6f3c805f3ac5152c8fb942aef4264d89f35e4f248e7ef2"
}