{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5843",
 "identifier": "kaal:position:2026-07-31-5843",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming An Intrinsic Integrity Driven Rating Model For A Sustainable Reputation  7F8B4Cb8D8",
 "text": "An intrinsic integrity-driven rating model for a sustainable reputation system presents the following source proposition: In the era of digital markets, the challenge for consumers is discerning quality amidst information asymmetry . 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 a qualification: 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": "qualification",
 "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: 0.3743.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "An intrinsic integrity-driven rating model for a sustainable reputation system",
  "url": "https://doi.org/10.1016/j.eswa.2024.123804"
 },
 "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": "An intrinsic integrity-driven rating model for a sustainable reputation system",
   "url": "https://doi.org/10.1016/j.eswa.2024.123804"
  }
 ],
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-5843",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5843.md",
 "candidateId": "kaal:response-draft:2026-07-31:edb10766b48191656ca7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3743,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: integrity, reputation, transparency, blockchain, technology, privacy, data. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4393166519",
  "queryId": "concept:d5ac73026e57",
  "queryText": "DAO governance",
  "canonicalUrl": "https://doi.org/10.1016/j.eswa.2024.123804",
  "doi": "10.1016/j.eswa.2024.123804",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4393166519",
   "DOI": "10.1016/j.eswa.2024.123804"
  },
  "retrievedAt": "2026-07-31T17:52:03.617Z",
  "providerPage": 3,
  "rawObservationSha256": "3a2025ca1f41dd4e6bdf6a0fa4d6302ba7bed68ab8533e23dd1c1e6f0c4a83f3",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 7150,
  "chunkId": "openalex-00029",
  "workId": "work:doi:10.1016/j.eswa.2024.123804",
  "workAuthors": [
   "Haibao Wen",
   "Shengmin Sun",
   "Tao Huang",
   "Dunhui Xiao"
  ],
  "workPublishedAt": "2024-03-25",
  "identityKeys": [
   "doi:10.1016/j.eswa.2024.123804",
   "openalex:https://openalex.org/w4393166519",
   "url:https://doi.org/10.1016/j.eswa.2024.123804",
   "title:ccf209e76ba5966f15409c72",
   "proposition:8ec71dd9d6d6fcb941388a496e1dfd09a70efbd361ce86bdc678092f4b902be7"
  ],
  "sourceProposition": "In the era of digital markets, the challenge for consumers is discerning quality amidst information asymmetry .",
  "sourcePropositionSha256": "f27ba8ea1ac4d989162dcd3ebfd0f60cfd2aec18b5e874f53adfc7a215a87945",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3709041-003",
    "claimUrl": "https://wulfkaal.github.io/claims/3709041-003",
    "rank": 1,
    "confidence": 0.3743,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: integrity, reputation, transparency, blockchain, technology, privacy, data. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3709041-033",
    "claimUrl": "https://wulfkaal.github.io/claims/3709041-033",
    "rank": 2,
    "confidence": 0.3657,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: integrity, sustainable, reputation, consumers, blockchain, technology. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2998033-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2998033-001",
    "rank": 3,
    "confidence": 0.3534,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, security, transparency, blockchain, technology, cryptography. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5554218-023",
    "claimUrl": "https://wulfkaal.github.io/claims/5554218-023",
    "rank": 4,
    "confidence": 0.3271,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, era, digital, behavior, law. Scope: anonymous participants; absence of any external legal or reputational sanction.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2992962-003",
    "claimUrl": "https://wulfkaal.github.io/claims/2992962-003",
    "rank": 5,
    "confidence": 0.3047,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, consumers, blockchain, law, technology. Scope: Ethereum blockchain based smart contracting.",
    "ambiguous": true
   }
  ]
 },
 "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": "29f913c5b65d5162d06f09309eb42b320e953fd4ce020cc1c3d7dcf9d15503fe"
}