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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6922",
 "identifier": "kaal:position:2026-07-31-6922",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Privacy Enhanced One To Many Biometric System Using Smart Contracts A Ne Ee8756E7Bb",
 "text": "Privacy-Enhanced One-to-Many Biometric System Using Smart Contracts: A New Framework presents the following source proposition: Traditional approaches often involve centralised storage of biometric information, increasing the risk of data breaches and unauthorised access. This proposition is pertinent to Kaal's source-bound claim that Legacy insurers will not underwrite smart contracts that sit outside the traditional legal framework, and even if they eventually enter the DApp market their actuarial risk assessment methods may be only partially compatible with rapidly evolving decentralized products. 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": [
  "institutional-design",
  "smart-contracts",
  "research-methods",
  "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: 0.3816.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Privacy-Enhanced One-to-Many Biometric System Using Smart Contracts: A New Framework",
  "url": "https://www.semanticscholar.org/paper/f896a0ec4b7185faeccf80fb2de997b0d6f7efd2"
 },
 "extends": {
  "identifier": "kaal:claim:3406323-026",
  "url": "https://wulfkaal.github.io/claims/3406323-026",
  "citation": "Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323",
  "paper": "Wulf A. Kaal, Decentralization - A Primer on the New Economy",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2019",
  "ssrn": "https://ssrn.com/abstract=3406323",
  "source_pdf_sha256": "6293780b57a1ae1de17ec00f99cc94295d4f72ea4d08b17a5c08c44772b221db"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3406323-026"
  },
  {
   "@type": "CreativeWork",
   "name": "Privacy-Enhanced One-to-Many Biometric System Using Smart Contracts: A New Framework",
   "url": "https://www.semanticscholar.org/paper/f896a0ec4b7185faeccf80fb2de997b0d6f7efd2"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0006",
 "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": {
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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6922",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6922.md",
 "candidateId": "kaal:response-draft:2026-07-31:911249b57a7ab61f106e",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3816,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: smart, contracts, new, framework, traditional, risk. Scope: legacy insurance companies facing smart contract risk.",
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  "sourceRecordId": "f896a0ec4b7185faeccf80fb2de997b0d6f7efd2",
  "queryId": "concept:c8f592cb6b0b",
  "queryText": "smart contract enforceability",
  "canonicalUrl": "https://www.semanticscholar.org/paper/f896a0ec4b7185faeccf80fb2de997b0d6f7efd2",
  "doi": "10.1109/icac61394.2024.10718794",
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   "DOI": "10.1109/ICAC61394.2024.10718794",
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  "workAuthors": [
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   "A. Usman",
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   "url:https://www.semanticscholar.org/paper/f896a0ec4b7185faeccf80fb2de997b0d6f7efd2",
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    "confidence": 0.3816,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, new, framework, traditional, risk. Scope: legacy insurance companies facing smart contract risk.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: privacy, smart, contracts, data, access. Scope: where compliance rules can be expressed as predefined, codified conditions.",
    "ambiguous": true
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    "confidence": 0.3635,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, traditional, increasing, data. Scope: DeFi platforms operating on smart contract infrastructure.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, risk, data, access. Scope: oracle dependent smart contracts.",
    "ambiguous": true
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    "claimId": "kaal:claim:3782203-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3782203-037",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, traditional, access. Scope: DAOs where contract allocation is algorithmic; reputation thresholds enforced in code.",
    "ambiguous": true
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 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0006, SHA-256 d724cb4e85d4ecdf4e8488b6b1c8ed999688fe58732ad5a50c5c197c25427f43, 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.",
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