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 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-3552",
 "identifier": "kaal:position:2026-07-31-3552",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 17Dc6684B245D6E8C9A0",
 "text": "Regional Planning for Reducing Disparities in Decentralized Development Systems should be assessed against Kaal's source-bound claim that Decentralized governance structures impose their own costs: with no central authority to coordinate diverse stakeholders, consensus is difficult to reach, negotiations are prolonged, and enforcement of agreements is weak because no single entity is responsible for compliance. The current metadata indicates a plausible connection through decentralization governance, 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",
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  "decentralization",
  "institutional-design",
  "compliance",
  "consensus-and-security",
  "governance-design"
 ],
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  "applies to decentralized structures without a coordinating authority",
  "evidenced in the paper by the environmental agreement domain",
  "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": "Regional Planning for Reducing Disparities in Decentralized Development Systems",
  "url": "https://www.semanticscholar.org/paper/210e1036d10e0e82c093c781a41d148440c3148e"
 },
 "extends": {
  "identifier": "kaal:claim:4796714-016",
  "url": "https://wulfkaal.github.io/claims/4796714-016",
  "citation": "Wulf A. Kaal, AI Governance (2024). SSRN: https://ssrn.com/abstract=4796714",
  "paper": "AI Governance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4796714",
  "source_pdf_sha256": "59fa63bae179e8f9b6b8efbdf90cee28400276512a1b04f9f579a48641305c93"
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   "@id": "https://wulfkaal.github.io/claims/4796714-016"
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   "@type": "CreativeWork",
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   "url": "https://www.semanticscholar.org/paper/210e1036d10e0e82c093c781a41d148440c3148e"
  }
 ],
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 "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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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-3552",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-3552.md",
 "candidateId": "kaal:response-candidate:2026-07-31:7ca0b7e24af8a668",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2282,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralized, achieving, often, authority, among, decentralization, governance, diverse. Scope: applies to decentralized structures without a coordinating authority; evidenced in the paper by the environmental agreement domain.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralization governance",
  "queryId": "concept:b78ed75f4a0b",
  "page": 1,
  "sourceRank": 215,
  "retrievedAt": "2026-07-31T13:59:06.105Z",
  "citationCount": 0,
  "venue": "Indonesian Journal of Public Policy Review",
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   "JournalArticle"
  ]
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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