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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-1660",
 "identifier": "kaal:position:2026-07-31-1660",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 8D2Ccb2A1E205D45Fc32",
 "text": "DAOs & ADSs should be assessed against Kaal's source-bound claim that Transparent DAO governance lets platforms compensate contributors according to demonstrated expertise and reputation, which mitigates the exploitative labor practices associated with centralized annotation services. 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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 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
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  "reputation"
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 "scope_conditions": [
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  "External evidence level: abstract indexed.",
  "Mapping review tier: mapping review 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": "DAOs & ADSs",
  "url": "https://www.semanticscholar.org/paper/79c082c51d41421e6a7c3f3751e7d2517b8a0be0"
 },
 "extends": {
  "identifier": "kaal:claim:5095633-025",
  "url": "https://wulfkaal.github.io/claims/5095633-025",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Artificial Intelligence The Final Frontier",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
  "source_pdf_sha256": "cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63"
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   "@type": "CreativeWork",
   "name": "DAOs & ADSs",
   "url": "https://www.semanticscholar.org/paper/79c082c51d41421e6a7c3f3751e7d2517b8a0be0"
  }
 ],
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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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 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1660.md",
 "candidateId": "kaal:response-candidate:2026-07-31:9cdcce0ffb9e410f",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.2834,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: daos, autonomous, decentralized, data, thus, artificial, intelligence, organizations. Scope: governance is genuinely transparent and reputation is verifiable.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
  "queryId": "concept:ee778ad15ea3",
  "page": 1,
  "sourceRank": 424,
  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 1,
  "venue": "International Symposium on Autonomous Decentralized Systems",
  "publicationTypes": [
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  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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