{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-4272",
 "identifier": "kaal:position:2026-07-31-4272",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 558Cae2A5C6F8Dc85Ec1",
 "text": "Coupling Effects of CO2 and Thermal Treatment on the Rheological Behavior of Heavy Oil: An Integrated Experimental and Modeling Study should be assessed against Kaal's source-bound claim that Governing AI requires toolsets that simultaneously handle ex-ante governance of models still evolving and ex-post management of deployed solutions, and Kaal asserts that as of publication no legacy system supplies such dynamic governance toolsets. 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": [
  "governance-design",
  "ai-and-agents",
  "dynamic-regulation"
 ],
 "scope_conditions": [
  "as of the time of publication",
  "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": "Coupling Effects of CO2 and Thermal Treatment on the Rheological Behavior of Heavy Oil: An Integrated Experimental and Modeling Study",
  "url": "https://www.semanticscholar.org/paper/ad0243d524ab40434d2da1460d16d7537f5dd691"
 },
 "extends": {
  "identifier": "kaal:claim:4941807-002",
  "url": "https://wulfkaal.github.io/claims/4941807-002",
  "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
  "paper": "AI Governance Via Web3 Reputation System",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4941807",
  "source_pdf_sha256": "ab66c1e99a88da1fa36b0c6b536df5184231fe6aa427f3dd53287a4e0ac79853"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4941807-002"
  },
  {
   "@type": "CreativeWork",
   "name": "Coupling Effects of CO2 and Thermal Treatment on the Rheological Behavior of Heavy Oil: An Integrated Experimental and Modeling Study",
   "url": "https://www.semanticscholar.org/paper/ad0243d524ab40434d2da1460d16d7537f5dd691"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0018",
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-4272",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-4272.md",
 "candidateId": "kaal:response-candidate:2026-07-31:59ecadd9f57beb96",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2201,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: crucial, existing, still, address, dual, dynamic, regulation. Scope: as of the time of publication.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 6,
  "sourceRank": 5066,
  "retrievedAt": "2026-07-31T13:58:18.648Z",
  "citationCount": 1,
  "venue": "ACS Omega",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "96da44866d7b8b29c5eff3a46b6e4775d8109fa8f484ce24c3ade258cc917981"
}
