{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5995",
 "identifier": "kaal:position:2026-07-31-5995",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Decentralized Autonomous Organizations Daos In Cognitive Iot C8Cc45E0Ee",
 "text": "Decentralized Autonomous Organizations (DAOs) in Cognitive IoT presents the following source proposition: It investigates how smart contracts and blockchain-based governance mechanisms enhance the autonomy, transparency, and efficiency of decision-making processes in IoT networks. This proposition is pertinent to Kaal's source-bound claim that Without clear and effective governance mechanisms, DAO decision-making becomes slow and inefficient, delaying important changes and the resolution of internal issues. 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": [
  "dao",
  "governance-design",
  "economics",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "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: 0.3924.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Decentralized Autonomous Organizations (DAOs) in Cognitive IoT",
  "url": "https://doi.org/10.4018/979-8-3693-2157-7.ch010"
 },
 "extends": {
  "identifier": "kaal:claim:4529715-016",
  "url": "https://wulfkaal.github.io/claims/4529715-016",
  "citation": "Wulf A. Kaal, Josh Bykowski, Decentralized Autonomous Organizations (DAO) – A Market Meta Analysis (2023). SSRN: https://ssrn.com/abstract=4529715",
  "paper": "Wulf A. Kaal, Josh Bykowski, Decentralized Autonomous Organizations (DAO) – A Market Meta Analysis",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2023",
  "ssrn": "https://ssrn.com/abstract=4529715",
  "source_pdf_sha256": "2d71961e8c449afbeaf45ca4f53de8a575d45c77d6960b767d3d1d0874f296b5"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4529715-016"
  },
  {
   "@type": "CreativeWork",
   "name": "Decentralized Autonomous Organizations (DAOs) in Cognitive IoT",
   "url": "https://doi.org/10.4018/979-8-3693-2157-7.ch010"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0002",
 "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/2026-07-31-5995",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5995.md",
 "candidateId": "kaal:response-draft:2026-07-31:99ba43624ffecbfd6173",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3924,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralized, autonomous, organizations, governance, mechanisms, decision, making, processes. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4404784186",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.4018/979-8-3693-2157-7.ch010",
  "doi": "10.4018/979-8-3693-2157-7.ch010",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4404784186",
   "DOI": "10.4018/979-8-3693-2157-7.ch010"
  },
  "retrievedAt": "2026-07-31T17:52:07.334Z",
  "providerPage": 4,
  "rawObservationSha256": "61d71951029b7318fc2994780d8050929e64df109d00229ab72b0b51f5adb735",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 8218,
  "chunkId": "openalex-00033",
  "workId": "work:doi:10.4018/979-8-3693-2157-7.ch010",
  "workAuthors": [
   "Manjeet Kumar",
   "Monika Singh",
   "Vinny Sharma"
  ],
  "workPublishedAt": "2024-11-27",
  "identityKeys": [
   "doi:10.4018/979-8-3693-2157-7.ch010",
   "openalex:https://openalex.org/w4404784186",
   "url:https://doi.org/10.4018/979-8-3693-2157-7.ch010",
   "title:994925126b8e02a838aff4cb",
   "proposition:3cf70dc980f67875e0151776806cc5969c3d2942a2395618c88d352b0c4cac0b"
  ],
  "sourceProposition": "It investigates how smart contracts and blockchain-based governance mechanisms enhance the autonomy, transparency, and efficiency of decision-making processes in IoT networks.",
  "sourcePropositionSha256": "676af9d90d7ebd31a0015671afb444a9a54614d45b936b306350bca27c12a7b1",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:4529715-016",
    "claimUrl": "https://wulfkaal.github.io/claims/4529715-016",
    "rank": 1,
    "confidence": 0.3924,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, autonomous, organizations, governance, mechanisms, decision, making, processes. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-023",
    "rank": 2,
    "confidence": 0.3922,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, autonomous, daos, smart, contracts, blockchain, governance, computer. Scope: DAOs built on public platforms, in most cases Ethereum.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4529715-004",
    "claimUrl": "https://wulfkaal.github.io/claims/4529715-004",
    "rank": 3,
    "confidence": 0.3919,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, autonomous, organizations, daos, governance, efficiency, decision, making. Scope: current state of the DAO market at time of study.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227933-018",
    "claimUrl": "https://wulfkaal.github.io/claims/3227933-018",
    "rank": 4,
    "confidence": 0.3905,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: organizations, smart, contracts, blockchain, internet, things, world. Scope: growth of connected devices.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3652481-009",
    "claimUrl": "https://wulfkaal.github.io/claims/3652481-009",
    "rank": 5,
    "confidence": 0.3667,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, autonomous, organizations, smart, contracts, blockchain, governance, security. Scope: a bug exists in deployed DAO code.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0002, SHA-256 86e0dda588610d89ed45ad08f4697601b5577f6e761e0bd9a9aef701c9c9deee, 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.",
 "sha256": "4d7e02452248e5e1ebdde482ad8dcd259f172a4be7c1df2e7b960a44970dfd66"
}