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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Stakeholders Perceptions Of Blockchain Adoption In Tunisian Higher Educa 5F1Dccd054",
 "text": "Stakeholders’ Perceptions of Blockchain Adoption in Tunisian Higher Education presents the following source proposition: There is growing interest in integrating blockchain into its institutions because of its potential to transform academic, administrative and research processes. This proposition is pertinent to Kaal's source-bound claim that Business, administrative and legal services that consist of keeping ledgers, such as notary and registry services, legal motions practice, and title companies, are likely to be among the first services eliminated by blockchain adoption. 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"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.4259.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Stakeholders’ Perceptions of Blockchain Adoption in Tunisian Higher Education",
  "url": "https://www.semanticscholar.org/paper/f910931d065bccda09529870c0a4088d9edff4ea"
 },
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  "identifier": "kaal:claim:2998033-003",
  "url": "https://wulfkaal.github.io/claims/2998033-003",
  "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"
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   "url": "https://www.semanticscholar.org/paper/f910931d065bccda09529870c0a4088d9edff4ea"
  }
 ],
 "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.",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, adoption, education, administrative. Scope: applies to processes whose core function is ledger keeping and that rely on legal intermediaries.",
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  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
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  "doi": "10.51584/ijrias.2025.101100125",
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    "whyRelevant": "Shared high-information concepts: blockchain, adoption, education, administrative. Scope: applies to processes whose core function is ledger keeping and that rely on legal intermediaries.",
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    "whyRelevant": "Shared high-information concepts: blockchain, adoption, education, because. Scope: first mover law schools that make the financial investment; a threshold point of law firm adoption is reached.",
    "ambiguous": true
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   {
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    "whyRelevant": "Shared high-information concepts: blockchain, because, administrative, processes. Scope: as blockchain acceptance and implementation advance.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, administrative, processes. Scope: private equity deal administration prior to blockchain adoption.",
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 "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.",
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