{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7134",
 "identifier": "kaal:position:2026-07-31-7134",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Harnessing Blockchain Technology For Transparent And Secure Management O Bcb6F40A74",
 "text": "HARNESSING BLOCKCHAIN TECHNOLOGY FOR TRANSPARENT AND SECURE MANAGEMENT OF RESEARCH DATA IN LARGE-SCALE INTERNATIONAL SCIENTIFIC COLLABORATION PROJECTS presents the following source proposition: This study evaluated the effectiveness of blockchain technology in strengthening research data management through decentralized governance, immutable provenance, and cryptographic verification. This proposition is pertinent to Kaal's source-bound claim that Before blockchain technology and cryptographic security, a dictatorship was necessary for governing a large network because more sophisticated governance architectures such as democracies could not govern efficiently at that scale. 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": [
  "governance-design",
  "blockchain",
  "decentralization",
  "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: 0.3966.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "HARNESSING BLOCKCHAIN TECHNOLOGY FOR TRANSPARENT AND SECURE MANAGEMENT OF RESEARCH DATA IN LARGE-SCALE INTERNATIONAL SCIENTIFIC COLLABORATION PROJECTS",
  "url": "https://www.semanticscholar.org/paper/f87936067b75b1d14ba03eb3773f634e09288102"
 },
 "extends": {
  "identifier": "kaal:claim:3782192-035",
  "url": "https://wulfkaal.github.io/claims/3782192-035",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Introduction to Decentralization (2021). SSRN: https://ssrn.com/abstract=3782192",
  "paper": "Craig Calcaterra, Wulf A. Kaal, Introduction to Decentralization",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782192",
  "source_pdf_sha256": "e7eafd56cb8a8bd15b64cf58216bb655f939bdcc296387e362fd9191976d67ae"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3782192-035"
  },
  {
   "@type": "CreativeWork",
   "name": "HARNESSING BLOCKCHAIN TECHNOLOGY FOR TRANSPARENT AND SECURE MANAGEMENT OF RESEARCH DATA IN LARGE-SCALE INTERNATIONAL SCIENTIFIC COLLABORATION PROJECTS",
   "url": "https://www.semanticscholar.org/paper/f87936067b75b1d14ba03eb3773f634e09288102"
  }
 ],
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7134",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7134.md",
 "candidateId": "kaal:response-draft:2026-07-31:85cb30af9eecac8e22d4",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3966,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, technology, large, scale, governance, cryptographic. Scope: large member networks operating with twentieth century information technology.",
 "sourceProvenance": {
  "source": "semantic-scholar",
  "sourceRecordId": "f87936067b75b1d14ba03eb3773f634e09288102",
  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
  "canonicalUrl": "https://www.semanticscholar.org/paper/f87936067b75b1d14ba03eb3773f634e09288102",
  "doi": "10.70177/scientia.v3i2.4168",
  "externalIds": {
   "DOI": "10.70177/scientia.v3i2.4168",
   "CorpusId": 290424209,
   "SemanticScholar": "f87936067b75b1d14ba03eb3773f634e09288102"
  },
  "retrievedAt": "2026-07-31T13:59:07.126Z",
  "providerPage": 2,
  "rawObservationSha256": "e07821f60c224aee52b696de87ece2091533b7478ba47fd675ae36c1b32e22e8",
  "inputSnapshotSha256": "96a846999aefd65306457ebd7971f1abef182a04b39a927618f8460274d795ab",
  "inputLine": 12311,
  "chunkId": "semantic-scholar-00005",
  "workId": "work:doi:10.70177/scientia.v3i2.4168",
  "workAuthors": [
   "Faiz Muqorrir Kaaffah",
   "Rachel Chan",
   "Li Wei"
  ],
  "workPublishedAt": "2026-04-26",
  "identityKeys": [
   "doi:10.70177/scientia.v3i2.4168",
   "semantic-scholar:f87936067b75b1d14ba03eb3773f634e09288102",
   "url:https://www.semanticscholar.org/paper/f87936067b75b1d14ba03eb3773f634e09288102",
   "title:0104d81e36a2f7697920fbdf",
   "proposition:b7fefc4460c3aacb29021f43f50dbe4dba02f4a9a3196f68bba30b9d483df606"
  ],
  "sourceProposition": "This study evaluated the effectiveness of blockchain technology in strengthening research data management through decentralized governance, immutable provenance, and cryptographic verification.",
  "sourcePropositionSha256": "b0f443af9ef2a59d82be691cf242e9abd2335bfdecd5ad28e4ed920c6e18186b",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3782192-035",
    "claimUrl": "https://wulfkaal.github.io/claims/3782192-035",
    "rank": 1,
    "confidence": 0.3966,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, technology, large, scale, governance, cryptographic. Scope: large member networks operating with twentieth century information technology.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4021599-002",
    "claimUrl": "https://wulfkaal.github.io/claims/4021599-002",
    "rank": 2,
    "confidence": 0.3918,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, technology, immutable, cryptographic, verification. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5245185-003",
    "claimUrl": "https://wulfkaal.github.io/claims/5245185-003",
    "rank": 3,
    "confidence": 0.372,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, data, immutable, provenance. Scope: training data recorded on chain; systems relying on large language models.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3373393-017",
    "claimUrl": "https://wulfkaal.github.io/claims/3373393-017",
    "rank": 4,
    "confidence": 0.3576,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, secure, decentralized, governance, immutable. Scope: assumes a functioning decentralized network.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227933-016",
    "claimUrl": "https://wulfkaal.github.io/claims/3227933-016",
    "rank": 5,
    "confidence": 0.3462,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, technology, transparent, collaboration. Scope: review source claim scope.",
    "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": "a034d6fd3d4b43a871b30403263efc89dfd5e2f2da56a58e12aa46dda3b61e62"
}
