{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2720",
 "identifier": "kaal:position:2026-07-31-2720",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 2C057F0Cb37Ccd4A8D30",
 "text": "Governing Credit in the Digital Age: Public Perceptions and Engagement in China's Credit Systems should be assessed against Kaal's source-bound claim that Web2 platform architecture is a causal contributor to distrust in legal institutions: centralized models driven by engagement metrics prioritize sensationalism over nuanced discourse, which accelerates misinformation and echo chambers and magnifies public distrust. The current metadata indicates a plausible connection through algorithmic regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "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": [
  "reputation",
  "institutional-design"
 ],
 "scope_conditions": [
  "centralized, engagement optimized social media platforms",
  "where citizens use social media as a substitute for formal legal channels",
  "External evidence level: abstract indexed.",
  "Mapping review tier: ambiguity triage before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
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  "name": "Governing Credit in the Digital Age: Public Perceptions and Engagement in China's Credit Systems",
  "url": "https://www.semanticscholar.org/paper/69bb27ab84d66ca6deefb3dd66119fe2d6c1ae28"
 },
 "extends": {
  "identifier": "kaal:claim:4957318-007",
  "url": "https://wulfkaal.github.io/claims/4957318-007",
  "citation": "Wulf A. Kaal, The Future of Law - Dynamic Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4957318",
  "paper": "The Future of Law - Dynamic Web3 Governance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4957318",
  "source_pdf_sha256": "137fb77eb82111a85f0ab5581926f762a7414ae84aaf3d56e8299db670e0e0c1"
 },
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   "@id": "https://wulfkaal.github.io/claims/4957318-007"
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   "@type": "CreativeWork",
   "name": "Governing Credit in the Digital Age: Public Perceptions and Engagement in China's Credit Systems",
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  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0011",
 "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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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-2720",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2720.md",
 "candidateId": "kaal:response-candidate:2026-07-31:a0c0c7341be27b4f",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2401,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: public, engagement, governance, driven, both, reputation, metrics, discourse. Scope: centralized, engagement optimized social media platforms; where citizens use social media as a substitute for formal legal channels.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "algorithmic regulation",
  "queryId": "concept:dda0987aa1ad",
  "page": 1,
  "sourceRank": 107,
  "retrievedAt": "2026-07-31T13:58:30.108Z",
  "citationCount": 0,
  "venue": "Regulation & Governance",
  "publicationTypes": [
   "JournalArticle",
   "Review"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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}