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 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5901",
 "identifier": "kaal:position:2026-07-31-5901",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Decentralized Finance S Governance A Review Of Decentralized Autonomous  47E554E7D8",
 "text": "Decentralized Finance's Governance—A Review of Decentralized Autonomous Organizations presents the following source proposition: Technological developments in the digital realm, such as big data, blockchain, and machine learning, are progressively influencing how people live as individuals, as groups, as organizations, and as society. This proposition is pertinent to Kaal's source-bound claim that Leveraging the big data collected through Legal Tech solutions and blockchain applications in combination with machine learning produces more creative and faster tools, which in turn generates a surge of innovative platforms that disrupt the legal industry. 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": [
  "ai-and-agents",
  "blockchain",
  "law-and-legal-systems",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "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: 0.375.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Decentralized Finance's Governance—A Review of Decentralized Autonomous Organizations",
  "url": "https://doi.org/10.1002/9781394271801.ch12"
 },
 "extends": {
  "identifier": "kaal:claim:2939127-023",
  "url": "https://wulfkaal.github.io/claims/2939127-023",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Legal Education in the Blockchain Revolution (2017). SSRN: https://ssrn.com/abstract=2939127",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Legal Education in the Blockchain Revolution",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2939127",
  "source_pdf_sha256": "abcef529c7200261c59eec43018375b3b26e3186239fb9d002bacc298dba26ff"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2939127-023"
  },
  {
   "@type": "CreativeWork",
   "name": "Decentralized Finance's Governance—A Review of Decentralized Autonomous Organizations",
   "url": "https://doi.org/10.1002/9781394271801.ch12"
  }
 ],
 "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.",
 "isPartOf": {
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-5901",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5901.md",
 "candidateId": "kaal:response-draft:2026-07-31:255ad094b39b807823e7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.375,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: big, data, blockchain, machine, learning, platforms. Scope: settings where Legal Tech and blockchain generate usable data at scale.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4413984453",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.1002/9781394271801.ch12",
  "doi": "10.1002/9781394271801.ch12",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4413984453",
   "DOI": "10.1002/9781394271801.ch12"
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  "workId": "work:doi:10.1002/9781394271801.ch12",
  "workAuthors": [
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  "workPublishedAt": "2025-09-04",
  "identityKeys": [
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    "rank": 1,
    "confidence": 0.375,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: big, data, blockchain, machine, learning, platforms. Scope: settings where Legal Tech and blockchain generate usable data at scale.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227933-035",
    "claimUrl": "https://wulfkaal.github.io/claims/3227933-035",
    "rank": 2,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, governance, autonomous, organizations, technological, blockchain, corporate. Scope: the DAO, 2016.",
    "ambiguous": true
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   {
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    "confidence": 0.342,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, organizations, blockchain, people, corporate, platforms. Scope: requires a secure environment.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-023",
    "rank": 4,
    "confidence": 0.3293,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, governance, autonomous, digital, blockchain, corporate. Scope: DAOs built on public platforms, in most cases Ethereum.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-024",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-024",
    "rank": 5,
    "confidence": 0.3213,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, individuals, business, economics, efficiency. Scope: review source claim scope.",
    "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": "2ed923ecc28477a7006f5cadc1ab55cb74ffd664fda5000a4a91521124830dc5"
}