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 "@context": "https://schema.org",
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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6926",
 "identifier": "kaal:position:2026-07-31-6926",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Platformization And Infrastructuring In Web3 Aeac7D46Ce",
 "text": "Platformization and Infrastructuring in Web3 presents the following source proposition: Rather than assuming decentralization as an outcome, the dissertation asks how governance is actually assembled across code, organizations, and markets, and how these assemblies channel rights, risks, and rents over time. This proposition is pertinent to Kaal's source-bound claim that Organizations should adopt web3 governance frameworks incrementally, beginning with less critical applications in order to assess impacts and refine methodologies, because staged adoption is what allows the risks to be managed while the benefits of decentralized AI governance are realized. 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"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "risk-and-incentives",
  "decentralization",
  "governance-design",
  "historical-response",
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  "semantic-scholar"
 ],
 "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: 0.3683.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Platformization and Infrastructuring in Web3",
  "url": "https://www.semanticscholar.org/paper/d4f392e70d074b7eaaf5b3e6d25710118fdc3b1f"
 },
 "extends": {
  "identifier": "kaal:claim:4855607-039",
  "url": "https://wulfkaal.github.io/claims/4855607-039",
  "citation": "Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4855607",
  "paper": "Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4855607",
  "source_pdf_sha256": "eb0b3e62374b45a8fa888c6bde9725e606bcb46cf4b5e74a6e851d9f25099113"
 },
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   "url": "https://www.semanticscholar.org/paper/d4f392e70d074b7eaaf5b3e6d25710118fdc3b1f"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0006",
 "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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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3683,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: web3, decentralization, governance, organizations, risks. Scope: organizations incorporating these optimizations into existing and future AI systems.",
 "sourceProvenance": {
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  "sourceRecordId": "d4f392e70d074b7eaaf5b3e6d25710118fdc3b1f",
  "queryId": "concept:8d6f82bc7037",
  "queryText": "blockchain governance",
  "canonicalUrl": "https://www.semanticscholar.org/paper/d4f392e70d074b7eaaf5b3e6d25710118fdc3b1f",
  "doi": "10.15626/lud.592.2025",
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    "confidence": 0.3683,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: web3, decentralization, governance, organizations, risks. Scope: organizations incorporating these optimizations into existing and future AI systems.",
    "ambiguous": true
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   {
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    "whyRelevant": "Shared high-information concepts: web3, rather, decentralization, governance, across. Scope: governance systems where change requires consensus among distributed participants.",
    "ambiguous": true
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   {
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    "claimUrl": "https://wulfkaal.github.io/claims/5254152-020",
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    "confidence": 0.343,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralization, actually, across, organizations. Scope: dataset of 50 DAOs; decentralization scored on a 1 to 10 scale.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/3981021-019",
    "rank": 4,
    "confidence": 0.3422,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralization, governance, organizations, over, time. Scope: donors willing to cede asset control to a community of experts.",
    "ambiguous": true
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   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: web3, decentralization, across, organizations. Scope: DAO platforms reviewed in the study.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0006, SHA-256 d724cb4e85d4ecdf4e8488b6b1c8ed999688fe58732ad5a50c5c197c25427f43, 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.",
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