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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5965",
 "identifier": "kaal:position:2026-07-31-5965",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Enhancing Cyber Physical Social Systems Through Decentralized Governance E71Ef2A1Bb",
 "text": "Enhancing Cyber-Physical-Social Systems through Decentralized Governance and Blockchain-based Digital Twins presents the following source proposition: However, the advancements enabled by Digital Twins (DTs), centralized governance models, and opaque analytics limit scalability and resilience. This proposition is pertinent to Kaal's source-bound claim that The majority of private fund advisers that deploy blockchain technology, artificial intelligence, and big data in their operations or strategy charge their investors lower fees, even though not all blockchain enabled funds charge per transaction fees. 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",
 "keywords": [
  "blockchain",
  "ai-and-agents",
  "private-funds",
  "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: 0.3657.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Enhancing Cyber-Physical-Social Systems through Decentralized Governance and Blockchain-based Digital Twins",
  "url": "https://doi.org/10.1016/j.procs.2025.08.120"
 },
 "extends": {
  "identifier": "kaal:claim:2959730-002",
  "url": "https://wulfkaal.github.io/claims/2959730-002",
  "citation": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds (2017). SSRN: https://ssrn.com/abstract=2959730",
  "paper": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2959730",
  "source_pdf_sha256": "ebd86972d8817b0c1c80326ae5564476983cedba3f258ff3b2610f156b93fb50"
 },
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   "@id": "https://wulfkaal.github.io/claims/2959730-002"
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  {
   "@type": "CreativeWork",
   "name": "Enhancing Cyber-Physical-Social Systems through Decentralized Governance and Blockchain-based Digital Twins",
   "url": "https://doi.org/10.1016/j.procs.2025.08.120"
  }
 ],
 "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/2026-07-31-5965",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5965.md",
 "candidateId": "kaal:response-draft:2026-07-31:c3ba2ee74f8b0a008a54",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3657,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, enabled, artificial, intelligence, technology, applications, big, data. Scope: advisers using the technologies in operations or strategy.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4413443054",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.1016/j.procs.2025.08.120",
  "doi": "10.1016/j.procs.2025.08.120",
  "externalIds": {
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  "workId": "work:doi:10.1016/j.procs.2025.08.120",
  "workAuthors": [
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    "confidence": 0.3657,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, enabled, artificial, intelligence, technology, applications, big, data. Scope: advisers using the technologies in operations or strategy.",
    "ambiguous": true
   },
   {
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    "whyRelevant": "Shared high-information concepts: blockchain, artificial, intelligence, industry, technology, applications, big, data. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
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    "confidence": 0.3407,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, artificial, intelligence, technology, applications, big, data. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-034",
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    "confidence": 0.3201,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, blockchain, science, corporate, artificial, intelligence. Scope: review source claim scope.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, artificial, intelligence, technology, big, data. Scope: characterized by the author as anecdotal rather than sample based evidence.",
    "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.",
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}