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 "identifier": "kaal:position:2026-07-31-6970",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Shift To Consensus Democracy And Limits Of Institutional Design In A Aebe753172",
 "text": "The shift to consensus democracy and limits of institutional design in Asia presents the following source proposition: At the same time, however, these de jure changes are not associated with de facto political development in terms of greater democratic quality, counter to theoretical expectations. This proposition is pertinent to Kaal's source-bound claim that Ex ante remedies for the downsides of representative democracy were not technologically possible when democratic representation was designed, so its downsides such as corruption, bribery, and bias had to be tolerated as inevitable tradeoffs. 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": [
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  "scholarly-literature",
  "semantic-scholar"
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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: 0.384.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "The shift to consensus democracy and limits of institutional design in Asia",
  "url": "https://www.semanticscholar.org/paper/2c6b6313b814617bd0c201c3a58594caaff6f786"
 },
 "extends": {
  "identifier": "kaal:claim:3808867-014",
  "url": "https://wulfkaal.github.io/claims/3808867-014",
  "citation": "Wulf A. Kaal, How Decentralized Systems Can Upgrade AI (2021). SSRN: https://ssrn.com/abstract=3808867",
  "paper": "Wulf A. Kaal, How Decentralized Systems Can Upgrade AI",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3808867",
  "source_pdf_sha256": "eeccf6d0587bd278a96ce6ac8ec5003e26d161c245f6c94b4144d84f374802eb"
 },
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   "@id": "https://wulfkaal.github.io/claims/3808867-014"
  },
  {
   "@type": "CreativeWork",
   "name": "The shift to consensus democracy and limits of institutional design in Asia",
   "url": "https://www.semanticscholar.org/paper/2c6b6313b814617bd0c201c3a58594caaff6f786"
  }
 ],
 "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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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6970",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.384,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: democracy, institutional, design, not, democratic. Scope: early democracies facing physical, practical, and technological limitations.",
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  "sourceRecordId": "2c6b6313b814617bd0c201c3a58594caaff6f786",
  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
  "canonicalUrl": "https://www.semanticscholar.org/paper/2c6b6313b814617bd0c201c3a58594caaff6f786",
  "doi": "10.1080/09512748.2022.2035426",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: democracy, institutional, design, not, democratic. Scope: early democracies facing physical, practical, and technological limitations.",
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    "whyRelevant": "Shared high-information concepts: institutional, design, same, however, not, quality. Scope: applies where verification of micro task work is itself manual.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: institutional, design, time, associated, theoretical. Scope: theoretical dynamic regulatory framework.",
    "ambiguous": true
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   {
    "claimId": "kaal:claim:3808873-031",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: institutional, design, not, political, democratic. Scope: mature centralized algorithmic automation by platforms such as Google, Facebook and Amazon.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: consensus, institutional, design, changes, development. Scope: well functioning expertise where all members run the same validated algorithms.",
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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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}