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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2620",
 "identifier": "kaal:position:2026-07-31-2620",
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 "name": "Historical 95Bbd759Ffd66A1E878F",
 "text": "DataDAO Club - Revolutionizing Investment Management with On-Chain Governance should be assessed against Kaal's source-bound claim that Encoding compliance and operational procedures in smart contracts removes discretionary human steps from execution, which minimizes human error and bias and raises the reliability and integrity of economic interactions. 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.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
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  "compliance",
  "dao",
  "governance-design"
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  "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": "DataDAO Club - Revolutionizing Investment Management with On-Chain Governance",
  "url": "https://www.semanticscholar.org/paper/be29dcfb57c8c7e275784c59e9c8f7bb4aea8291"
 },
 "extends": {
  "identifier": "kaal:claim:4900880-037",
  "url": "https://wulfkaal.github.io/claims/4900880-037",
  "citation": "Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880",
  "paper": "Quantum Economy and the Future of Work",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4900880",
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   "@id": "https://wulfkaal.github.io/claims/4900880-037"
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   "@type": "CreativeWork",
   "name": "DataDAO Club - Revolutionizing Investment Management with On-Chain Governance",
   "url": "https://www.semanticscholar.org/paper/be29dcfb57c8c7e275784c59e9c8f7bb4aea8291"
  }
 ],
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 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2620.md",
 "candidateId": "kaal:response-candidate:2026-07-31:a050c9e62970f993",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2422,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, daos, smart, contracts, dao, through, economic, interactions. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
  "queryId": "concept:ee778ad15ea3",
  "page": 1,
  "sourceRank": 677,
  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 0,
  "venue": "2024 International Conference on Expert Clouds and Applications (ICOECA)",
  "publicationTypes": [
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   "Review"
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 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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