{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6646",
 "identifier": "kaal:position:2026-07-31-6646",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Towards Trust And Reputation As A Service In A Blockchain Based Decentra 3Bf64Caa62",
 "text": "Towards Trust and Reputation as a Service in a Blockchain-based Decentralized Marketplace presents the following source proposition: Motivated by the challenges inherent in implementing trusted services in the Society 5.0 initiative, we propose a novel trust and reputation service for a decentralized marketplace. This proposition is pertinent to Kaal's source-bound claim that Blockchain's formal immutable guarantees, improved data ownership, transparency, network integrity, and data privacy together generate a form of trust that helps optimize both business and society. 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",
  "disclosure",
  "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: 0.357.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Towards Trust and Reputation as a Service in a Blockchain-based Decentralized Marketplace",
  "url": "http://arxiv.org/abs/2403.04779"
 },
 "extends": {
  "identifier": "kaal:claim:3709041-003",
  "url": "https://wulfkaal.github.io/claims/3709041-003",
  "citation": "Kaal, Blockchain Technology for Good (2020). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3709041",
  "paper": "Kaal, Blockchain Technology for Good",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2020",
  "ssrn": null,
  "source_pdf_sha256": "5216a7bca45a48e3bef11ec524936e66af737c0fd66271e9f6866dc20a4482cc"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3709041-003"
  },
  {
   "@type": "CreativeWork",
   "name": "Towards Trust and Reputation as a Service in a Blockchain-based Decentralized Marketplace",
   "url": "http://arxiv.org/abs/2403.04779"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0005",
 "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/2026-07-31-6646",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6646.md",
 "candidateId": "kaal:response-draft:2026-07-31:aae4706fe3a4d27b8f8c",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.357,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: trust, reputation, blockchain, society, business, privacy, technology, data. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4392729427",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "http://arxiv.org/abs/2403.04779",
  "doi": "10.48550/arxiv.2403.04779",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4392729427",
   "DOI": "10.48550/arxiv.2403.04779"
  },
  "retrievedAt": "2026-07-31T17:52:27.244Z",
  "providerPage": 27,
  "rawObservationSha256": "29ab520039b5219677df9a814d66f2dee216983f0d2716f854ce4d714f87a8aa",
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  "chunkId": "openalex-00004",
  "workId": "work:doi:10.48550/arxiv.2403.04779",
  "workAuthors": [
   "Stephen Olariu",
   "Ravi Mukkamala",
   "Meshari Aljohani"
  ],
  "workPublishedAt": "2024-03-02",
  "identityKeys": [
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   "openalex:https://openalex.org/w4392729427",
   "url:http://arxiv.org/abs/2403.04779",
   "title:036f80965afe7f04157a35ae",
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  ],
  "sourceProposition": "Motivated by the challenges inherent in implementing trusted services in the Society 5.0 initiative, we propose a novel trust and reputation service for a decentralized marketplace.",
  "sourcePropositionSha256": "a2fdbd0124a40d2de72658f7a4491182216c13b11fb0004f235a3318c08f2b93",
  "sourcePropositionIndex": 0,
  "claimMappings": [
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    "claimId": "kaal:claim:3709041-003",
    "claimUrl": "https://wulfkaal.github.io/claims/3709041-003",
    "rank": 1,
    "confidence": 0.357,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, reputation, blockchain, society, business, privacy, technology, data. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2939127-028",
    "claimUrl": "https://wulfkaal.github.io/claims/2939127-028",
    "rank": 2,
    "confidence": 0.3362,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, security, privacy, law, technology, data, protection. Scope: global node distribution of blockchain data; jurisdiction specific consumer protection and data rules.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3266953-001",
    "claimUrl": "https://wulfkaal.github.io/claims/3266953-001",
    "rank": 3,
    "confidence": 0.3287,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, reputation, blockchain, decentralized, internet, technology, data. Scope: internet based platform businesses; distributed ledger technology businesses.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3405401-028",
    "claimUrl": "https://wulfkaal.github.io/claims/3405401-028",
    "rank": 4,
    "confidence": 0.3127,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, reputation, blockchain, decentralized, commerce, technology. Scope: period before 2009.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3406323-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3406323-037",
    "rank": 5,
    "confidence": 0.3108,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, reputation, decentralized, business, commerce, law. Scope: decentralized smart contract based commerce between anonymous parties.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0005, SHA-256 38dc4a26b86055f59a04f2f22c00881f6c50aa4c4e33c702b9de7f310a3e9995, as written and authorize publication of all 248 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "0ff858e3702f2262c82c8897e881c9764d3bd6a4231dccb8483a443e657d7c80"
}