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 "identifier": "kaal:position:2026-07-31-6039",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Dataset For Essays On Decentralized Autonomous Organizations A Multi Lev 0F6870F787",
 "text": "Dataset for Essays on Decentralized Autonomous Organizations: A Multi-Level Investigation of Price Stability, Market Performance, and Philanthropic Implications presents the following source proposition: Data were obtained from publicly accessible blockchain ledgers, DAO analytics platforms, and social media channels associated with DAO communities. This proposition is pertinent to Kaal's source-bound claim that DAOs in the dataset score well below average on implementing true decentralization, averaging 3.78 out of 10, with the highest score being CRDAO at 8 out of 10 and several DAOs scoring 1 out of 10. 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",
 "responseType": "extension",
 "keywords": [
  "dao",
  "decentralization",
  "empirical-evidence",
  "governance-design",
  "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: 0.3548.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Dataset for Essays on Decentralized Autonomous Organizations: A Multi-Level Investigation of Price Stability, Market Performance, and Philanthropic Implications",
  "url": "https://eprints.soton.ac.uk/512006/1/DAO_Dataset.zip"
 },
 "extends": {
  "identifier": "kaal:claim:4529715-003",
  "url": "https://wulfkaal.github.io/claims/4529715-003",
  "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"
 },
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   "@id": "https://wulfkaal.github.io/claims/4529715-003"
  },
  {
   "@type": "CreativeWork",
   "name": "Dataset for Essays on Decentralized Autonomous Organizations: A Multi-Level Investigation of Price Stability, Market Performance, and Philanthropic Implications",
   "url": "https://eprints.soton.ac.uk/512006/1/DAO_Dataset.zip"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0003",
 "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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 "candidateId": "kaal:response-draft:2026-07-31:905f613c06bcad9afde7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3548,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dataset, decentralized, autonomous, organizations, market, data, dao, governance. Scope: dataset of DAOs scored by the authors' teams.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W7164489384",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://eprints.soton.ac.uk/512006/1/DAO_Dataset.zip",
  "doi": "10.5258/soton/pg/d212",
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  "workId": "work:doi:10.5258/soton/pg/d212",
  "workAuthors": [
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   "PK Senyo",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: dataset, decentralized, autonomous, organizations, market, data, dao, governance. Scope: dataset of DAOs scored by the authors' teams.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, autonomous, organizations, data, dao, platforms, associated, governance. Scope: governance is genuinely transparent and reputation is verifiable.",
    "ambiguous": true
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   {
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    "confidence": 0.3416,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, autonomous, organizations, blockchain, ledgers, dao, governance. Scope: a bug exists in deployed DAO code.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4529715-039",
    "claimUrl": "https://wulfkaal.github.io/claims/4529715-039",
    "rank": 4,
    "confidence": 0.3401,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, autonomous, organizations, market, dao, governance, big. Scope: vetted membership and unanimous committee approval.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4529715-002",
    "claimUrl": "https://wulfkaal.github.io/claims/4529715-002",
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    "confidence": 0.3369,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: dataset, decentralized, autonomous, organizations, market, dao, governance. Scope: scores assigned by the analyzing teams.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0003, SHA-256 8afd77518bf3e6dff3e21ea20524a254cd29e7e4678a80362a24c26c8dc039e2, 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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}