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 "identifier": "kaal:position:2026-07-31-2371",
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 "name": "Historical D81D884Cce60Ea02552C",
 "text": "Efficient Social Choice via NLP and Sampling should be assessed against Kaal's source-bound claim that There is no consistent standard for DAO governance, which pushes each DAO to invent its own structure, and because decentralized governance is complex many of those structures fail to become truly decentralized, autonomous, or organized. 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": {
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
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 "keywords": [
  "dao",
  "governance-design",
  "decentralization",
  "ai-and-agents",
  "institutional-design"
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 "scope_conditions": [
  "absence of a governance standard",
  "novelty of decentralized governance",
  "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": "Efficient Social Choice via NLP and Sampling",
  "url": "https://www.semanticscholar.org/paper/b2c0c909c5c60b7ec4cd7c4eb3de676fdff5319c"
 },
 "extends": {
  "identifier": "kaal:claim:4529715-012",
  "url": "https://wulfkaal.github.io/claims/4529715-012",
  "citation": "Wulf A. Kaal, Josh Bykowski, Decentralized Autonomous Organizations (DAO) - A Market Meta Analysis (2023). SSRN: https://ssrn.com/abstract=4529715",
  "paper": "Josh Bykowski, Decentralized Autonomous Organizations (DAO) - A Market Meta Analysis",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2023",
  "ssrn": "https://ssrn.com/abstract=4529715",
  "source_pdf_sha256": "2d71961e8c449afbeaf45ca4f53de8a575d45c77d6960b767d3d1d0874f296b5"
 },
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   "@id": "https://wulfkaal.github.io/claims/4529715-012"
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   "@type": "CreativeWork",
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   "url": "https://www.semanticscholar.org/paper/b2c0c909c5c60b7ec4cd7c4eb3de676fdff5319c"
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 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0010",
 "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/2026-07-31-2371",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2371.md",
 "candidateId": "kaal:response-candidate:2026-07-31:d4affdb40603462b",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2482,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: each, governance, develop, decentralized, autonomous, organizations, daos. Scope: absence of a governance standard; novelty of decentralized governance.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
  "queryId": "concept:ee778ad15ea3",
  "page": 1,
  "sourceRank": 636,
  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 1,
  "venue": "arXiv.org",
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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