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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Technology For Big Data Sharing In Material Genome Engineerin 4F496811Ef",
 "text": "Blockchain Technology for Big-data Sharing in Material Genome Engineering presents the following source proposition: Smart contracts automate access control and enforce agreements upon consensus, enhancing efficiency and security while reflecting collective organizational decisions that require clear rules and aligned stakeholder interests. This proposition is pertinent to Kaal's source-bound claim that Smart contracts can automate compliance with regulatory requirements and ethical guidelines: for example, a smart contract can enforce privacy law directly by controlling an AI system's access to personal data according to predefined rules. 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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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.393.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "Blockchain Technology for Big-data Sharing in Material Genome Engineering",
  "url": "https://doi.org/10.1038/s41597-025-06092-4"
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  "identifier": "kaal:claim:4941807-019",
  "url": "https://wulfkaal.github.io/claims/4941807-019",
  "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
  "paper": "Wulf A. Kaal, AI Governance Via Web3 Reputation System",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4941807",
  "source_pdf_sha256": "ab66c1e99a88da1fa36b0c6b536df5184231fe6aa427f3dd53287a4e0ac79853"
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   "url": "https://doi.org/10.1038/s41597-025-06092-4"
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 "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, data, smart, contracts, automate, access, enforce, consensus. Scope: where compliance rules can be expressed as predefined, codified conditions.",
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  "queryText": "DAO governance",
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    "whyRelevant": "Shared high-information concepts: blockchain, data, smart, contracts, automate, access, enforce, consensus. Scope: where compliance rules can be expressed as predefined, codified conditions.",
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    "whyRelevant": "Shared high-information concepts: blockchain, technology, smart, contracts, consensus, security, require, contract. Scope: multiparty and complex smart contract arrangements.",
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    "whyRelevant": "Shared high-information concepts: blockchain, smart, contracts, consensus, security, rules, contract, economy. Scope: smart contract based blockchain transactions.",
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    "whyRelevant": "Shared high-information concepts: blockchain, big, data, applications, machine, learning. Scope: settings where Legal Tech and blockchain generate usable data at scale.",
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