{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6050",
 "identifier": "kaal:position:2026-07-31-6050",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Based Distributed Trust And Reputation Management Systems A S F257Ba6A82",
 "text": "Blockchain-Based Distributed Trust and Reputation Management Systems: A Survey presents the following source proposition: The analysis includes academic research as well as initiatives undertaken in the business domain. This proposition is pertinent to Kaal's source-bound claim that Internet based platform businesses and distributed ledger technology businesses have not reached their full potential, and the core factor holding them back is worldwide decreasing trust in the internet together with under developed trust in decentralized technology solutions. 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": [
  "reputation",
  "decentralization",
  "blockchain",
  "innovation",
  "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: 0.3581.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain-Based Distributed Trust and Reputation Management Systems: A Survey",
  "url": "https://doi.org/10.1109/access.2020.2969820"
 },
 "extends": {
  "identifier": "kaal:claim:3266953-001",
  "url": "https://wulfkaal.github.io/claims/3266953-001",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Gopinath Sivalingam, Reputation Protocol for the Internet of Trust - Conceptual Whitepaper (2018). SSRN: https://ssrn.com/abstract=3266953",
  "paper": "Craig Calcaterra, Wulf A. Kaal, Gopinath Sivalingam, Reputation Protocol for the Internet of Trust - Conceptual Whitepaper",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2018",
  "ssrn": "https://ssrn.com/abstract=3266953",
  "source_pdf_sha256": "781758dea356e55d79c73ad7f1debe7c83de398bd1cd9e0a9a6c2802f276b4c0"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3266953-001"
  },
  {
   "@type": "CreativeWork",
   "name": "Blockchain-Based Distributed Trust and Reputation Management Systems: A Survey",
   "url": "https://doi.org/10.1109/access.2020.2969820"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0003",
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6050",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6050.md",
 "candidateId": "kaal:response-draft:2026-07-31:8bea08ebaaf3202f672d",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3581,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, distributed, trust, reputation, ledger, data, technology, solutions. Scope: internet based platform businesses; distributed ledger technology businesses.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W3003575154",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.1109/access.2020.2969820",
  "doi": "10.1109/access.2020.2969820",
  "externalIds": {
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   "DOI": "10.1109/access.2020.2969820",
   "MAG": "3003575154"
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  "retrievedAt": "2026-07-31T17:52:08.785Z",
  "providerPage": 6,
  "rawObservationSha256": "2b4e8a90399f56865fc2bfab0380004f57a7a93c2b0f71efc0cd3d5e6670de6f",
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  "chunkId": "openalex-00002",
  "workId": "work:doi:10.1109/access.2020.2969820",
  "workAuthors": [
   "Emanuele Bellini",
   "Youssef Iraqi",
   "Ernesto Damiani"
  ],
  "workPublishedAt": "2020-01-01",
  "identityKeys": [
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   "openalex:https://openalex.org/w3003575154",
   "url:https://doi.org/10.1109/access.2020.2969820",
   "title:9afad041e5baff7bd7472e67",
   "proposition:ffee375d3dedd24baddb113a018cceb9305a0aa495140d7d18d556e706af2718"
  ],
  "sourceProposition": "The analysis includes academic research as well as initiatives undertaken in the business domain.",
  "sourcePropositionSha256": "4ffdde9d1c6b279bd6da03ea6b71e0f214f52a66c12f2c9278cb816f7e60110a",
  "sourcePropositionIndex": 2,
  "claimMappings": [
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    "claimUrl": "https://wulfkaal.github.io/claims/3266953-001",
    "rank": 1,
    "confidence": 0.3581,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, distributed, trust, reputation, ledger, data, technology, solutions. Scope: internet based platform businesses; distributed ledger technology businesses.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3709041-003",
    "claimUrl": "https://wulfkaal.github.io/claims/3709041-003",
    "rank": 2,
    "confidence": 0.3481,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, trust, reputation, business, transparency, data, technology, privacy. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3981021-011",
    "claimUrl": "https://wulfkaal.github.io/claims/3981021-011",
    "rank": 3,
    "confidence": 0.344,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, distributed, trust, reputation, ledger, technology, technologies. Scope: charitable donation flows recorded on distributed ledgers.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3373393-024",
    "claimUrl": "https://wulfkaal.github.io/claims/3373393-024",
    "rank": 4,
    "confidence": 0.3303,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, trust, reputation, security, knowledge, technology, solutions. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2998033-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2998033-001",
    "rank": 5,
    "confidence": 0.3276,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, trust, reputation, transparency, security, knowledge, technology. Scope: review source claim scope.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0003, SHA-256 8afd77518bf3e6dff3e21ea20524a254cd29e7e4678a80362a24c26c8dc039e2, 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": "1cf2a20538ec81fb2b0e371b4ab42a24e9f5bea25c94c7cc3f23a3affc8f2446"
}