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 "name": "Historical 631Be9A621E8E82907C4",
 "text": "Trustworthy Decentralized Management and Governance of Internet of Things Data Federations should be assessed against Kaal's source-bound claim that Monetary policy for stable cryptocurrencies should combine hardcoded transparent rules with protocols enabling decentralized autonomous organizations, with decentralized but fully transparent policy DAOs functioning as the policy makers for what cannot be hardcoded. The current metadata indicates a plausible connection through decentralized autonomous organization, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
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  "@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": [
  "dao",
  "governance-design",
  "tokenomics",
  "decentralization"
 ],
 "scope_conditions": [
  "depends on DAO governance designs that address expertise and incentive problems",
  "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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  "name": "Trustworthy Decentralized Management and Governance of Internet of Things Data Federations",
  "url": "https://www.semanticscholar.org/paper/c564b0fc238eb11874128afe49d15065a6757a64"
 },
 "extends": {
  "identifier": "kaal:claim:3396522-027",
  "url": "https://wulfkaal.github.io/claims/3396522-027",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Vadhindran K. Rao, Stable Cryptocurrencies (2019). SSRN: https://ssrn.com/abstract=3396522",
  "paper": "Wulf A. Kaal, Vadhindran K. Rao, Stable Cryptocurrencies",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2019",
  "ssrn": "https://ssrn.com/abstract=3396522",
  "source_pdf_sha256": "ef5031b16aa53476ed618f0bdf92601cd4affb893692c701134bd9cba3ea8acf"
 },
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   "@id": "https://wulfkaal.github.io/claims/3396522-027"
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   "@type": "CreativeWork",
   "name": "Trustworthy Decentralized Management and Governance of Internet of Things Data Federations",
   "url": "https://www.semanticscholar.org/paper/c564b0fc238eb11874128afe49d15065a6757a64"
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 ],
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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/2026-07-31-2778",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2778.md",
 "candidateId": "kaal:response-candidate:2026-07-31:4553a2ea24352ed9",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2391,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralized, governance, combine, rules, autonomous, organizations, daos, enabling. Scope: depends on DAO governance designs that address expertise and incentive problems.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
  "queryId": "concept:ee778ad15ea3",
  "page": 1,
  "sourceRank": 705,
  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 3,
  "venue": "International Conference on Internet of Things and Intelligence System",
  "publicationTypes": [
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   "Conference"
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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