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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5792",
 "identifier": "kaal:position:2026-07-31-5792",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Tokenizing Creativity In Open Communities A476Cb5De3",
 "text": "Tokenizing creativity in open communities presents the following source proposition: • We study DAO governance for creativity-driven open communities. This proposition is pertinent to Kaal's source-bound claim that The Code Review DAO should be built as a decentralized community-driven review process that uses a bidding process to drive prices down and provides open access to anyone who qualifies rather than only to members of the few incumbent code review firms. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "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",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
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  "open-source-and-code",
  "decentralization",
  "governance-design",
  "historical-response",
  "scholarly-literature",
  "openalex"
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 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3808.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Tokenizing creativity in open communities",
  "url": "https://doi.org/10.1016/j.ejor.2026.05.041"
 },
 "extends": {
  "identifier": "kaal:claim:4755632-028",
  "url": "https://wulfkaal.github.io/claims/4755632-028",
  "citation": "Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632",
  "paper": "Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4755632",
  "source_pdf_sha256": "972ccebf0c06ac1767a9e443bb95942b7670e806a63c25ee817c368a64c8eca8"
 },
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  },
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   "@type": "CreativeWork",
   "name": "Tokenizing creativity in open communities",
   "url": "https://doi.org/10.1016/j.ejor.2026.05.041"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0002",
 "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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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-5792",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5792.md",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: open, dao, governance, driven, learning, community, source. Scope: applies to the Code Review Platform operated under CRDAO governance.",
 "sourceProvenance": {
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  "sourceRecordId": "https://openalex.org/W7162867583",
  "queryId": "concept:d5ac73026e57",
  "queryText": "DAO governance",
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  "externalIds": {
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  "workId": "work:doi:10.1016/j.ejor.2026.05.041",
  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: open, dao, governance, driven, learning, community, source. Scope: applies to the Code Review Platform operated under CRDAO governance.",
    "ambiguous": true
   },
   {
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    "whyRelevant": "Shared high-information concepts: open, dao, governance, learning, community, source. Scope: applies to reviews conducted under the CRDAO governance model.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: open, dao, governance, learning, community, source. Scope: applies to developer teams using the ALE feedback loop.",
    "ambiguous": true
   },
   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: open, dao, governance, community, source. Scope: DAO based governance over a reviewer community.",
    "ambiguous": true
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   {
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    "claimUrl": "https://wulfkaal.github.io/claims/3995709-027",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: open, dao, driven, community, source. Scope: a functioning code review DAO with decentralized governance.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0002, SHA-256 86e0dda588610d89ed45ad08f4697601b5577f6e761e0bd9a9aef701c9c9deee, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "45f105fb3be86cf9421b4ba8691da77201ab4af0adddacd7fdd80e9fc74d45d1"
}