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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6856",
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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Enhanced Secure Data Driven Qos Framework For Wireless Sensor F88Fa79F28",
 "text": "Blockchain‐Enhanced Secure Data‐Driven QoS Framework for Wireless Sensor Networks presents the following source proposition: The framework combines data integrity verification using blockchain, smart contract enforcement, security compliance, and deep learning algorithms for QoS optimization. This proposition is pertinent to Kaal's source-bound claim that A smart contract is a computer program code or protocol that automates the verification, execution, and enforcement of specific terms and conditions of a contractual arrangement. 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",
 "creativeWorkStatus": "Affirmed",
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 "keywords": [
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  "compliance",
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  "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: 0.4012.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain‐Enhanced Secure Data‐Driven QoS Framework for Wireless Sensor Networks",
  "url": "https://www.semanticscholar.org/paper/68c37f69ed5b985de6121ec505cfa56a17c7192c"
 },
 "extends": {
  "identifier": "kaal:claim:3227933-017",
  "url": "https://wulfkaal.github.io/claims/3227933-017",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Why 'Blockchain' Will Disrupt Corporate Organizations (2018). SSRN: https://ssrn.com/abstract=3227933",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Why 'Blockchain' Will Disrupt Corporate Organizations",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2018",
  "ssrn": "https://ssrn.com/abstract=3227933",
  "source_pdf_sha256": "a9e9660c4dc25a2202f1da4e762f5885256e05f68c53ca51942f5833a7a4c108"
 },
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   "@id": "https://wulfkaal.github.io/claims/3227933-017"
  },
  {
   "@type": "CreativeWork",
   "name": "Blockchain‐Enhanced Secure Data‐Driven QoS Framework for Wireless Sensor Networks",
   "url": "https://www.semanticscholar.org/paper/68c37f69ed5b985de6121ec505cfa56a17c7192c"
  }
 ],
 "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.",
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 "evidenceLevel": "abstract indexed",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
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  "sourceRecordId": "68c37f69ed5b985de6121ec505cfa56a17c7192c",
  "queryId": "concept:c8f592cb6b0b",
  "queryText": "smart contract enforceability",
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  "doi": "10.1002/nem.70051",
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    "whyRelevant": "Shared high-information concepts: blockchain, smart, contract, compliance, optimization. Scope: DAO proposal and voting structures.",
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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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