{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7092",
 "identifier": "kaal:position:2026-07-31-7092",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Based Platforms Decentralized Infrastructures And Its Boundar F02D89D349",
 "text": "Blockchain-based platforms: Decentralized infrastructures and its boundary conditions presents the following source proposition: However, the majority of the previous studies have focused on the technical aspects, and overlooked blockchain investigation from a managerial perspective. This proposition is pertinent to Kaal's source-bound claim that Anecdotal evidence suggests that the majority of private fund advisers who use blockchain, artificial intelligence, and big data in their operations or strategy charge substantially lower fees than advisers who do not use these technologies. 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": [
  "blockchain",
  "ai-and-agents",
  "empirical-evidence",
  "historical-response",
  "scholarly-literature",
  "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: 0.3673.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain-based platforms: Decentralized infrastructures and its boundary conditions",
  "url": "https://www.semanticscholar.org/paper/c3c63eb990cdd60e1d96a6f279cf979f5c951f2c"
 },
 "extends": {
  "identifier": "kaal:claim:2998033-030",
  "url": "https://wulfkaal.github.io/claims/2998033-030",
  "citation": "Wulf A. Kaal, Blockchain Innovation for Private Investment Funds (2017). SSRN: https://ssrn.com/abstract=2998033",
  "paper": "Wulf A. Kaal, Blockchain Innovation for Private Investment Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2998033",
  "source_pdf_sha256": "aafb1be3c25cd33da477d759df9ca2f856f0a8fe133d6396da2e75d0af573dbd"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2998033-030"
  },
  {
   "@type": "CreativeWork",
   "name": "Blockchain-based platforms: Decentralized infrastructures and its boundary conditions",
   "url": "https://www.semanticscholar.org/paper/c3c63eb990cdd60e1d96a6f279cf979f5c951f2c"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0007",
 "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/2026-07-31-7092",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7092.md",
 "candidateId": "kaal:response-draft:2026-07-31:5367bdcd138751386680",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3673,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, majority, have, aspects. Scope: characterized by the author as anecdotal rather than sample based evidence.",
 "sourceProvenance": {
  "source": "semantic-scholar",
  "sourceRecordId": "c3c63eb990cdd60e1d96a6f279cf979f5c951f2c",
  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
  "canonicalUrl": "https://www.semanticscholar.org/paper/c3c63eb990cdd60e1d96a6f279cf979f5c951f2c",
  "doi": "10.1016/j.techfore.2019.04.030",
  "externalIds": {
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   "DOI": "10.1016/J.TECHFORE.2019.04.030",
   "CorpusId": 195468680,
   "SemanticScholar": "c3c63eb990cdd60e1d96a6f279cf979f5c951f2c"
  },
  "retrievedAt": "2026-07-31T13:59:07.126Z",
  "providerPage": 2,
  "rawObservationSha256": "de201a01338b2a26b52f2994e633f2d4055f83f57837f87fefd7ce632b09fa4c",
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  "workId": "work:doi:10.1016/j.techfore.2019.04.030",
  "workAuthors": [
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   "M. Tavalaei",
   "Hakan Ozalp"
  ],
  "workPublishedAt": "2019-09-01",
  "identityKeys": [
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   "url:https://www.semanticscholar.org/paper/c3c63eb990cdd60e1d96a6f279cf979f5c951f2c",
   "title:bd0e3693a7dcc171dad536a4",
   "proposition:299a2b4228b7a3f55800c58f4621c627a4e2520977b7cf4497d4c0899299c9b7"
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    "claimId": "kaal:claim:2998033-030",
    "claimUrl": "https://wulfkaal.github.io/claims/2998033-030",
    "rank": 1,
    "confidence": 0.3673,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, majority, have, aspects. Scope: characterized by the author as anecdotal rather than sample based evidence.",
    "ambiguous": true
   },
   {
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    "confidence": 0.3519,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, technical, perspective. Scope: cyclic or irreconcilable group preferences; decentralized networks whose members can exit.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-023",
    "rank": 3,
    "confidence": 0.3463,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, decentralized, have, computer. Scope: DAOs built on public platforms, in most cases Ethereum.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-021",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-021",
    "rank": 4,
    "confidence": 0.3437,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, conditions, computer. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-002",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-002",
    "rank": 5,
    "confidence": 0.3401,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, majority, aspects. Scope: advisers using the technologies in operations or strategy.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0007, SHA-256 bf2213ee9446b647b40daf2de1dd804cd8b36c263bf153c654dd31f4a135b831, as written and authorize publication of all 154 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "c91752673a080260bb479dd4ebec14c5e571036fbd333fc5af540fb679f4e5a0"
}