{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-4058",
 "identifier": "kaal:position:2026-07-31-4058",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical Ea931Fd3417D6839Ad14",
 "text": "Democratic governance through DAO-based deliberation and voting for inclusive decision making in AI models should be assessed against Kaal's source-bound claim that The Universal Digital Law Codex should route disputes to decentralized arbitration platforms such as arbitration DAOs, providing a forum for human oversight precisely when immutable code fails to resolve a conflict, for example defective performance or unforeseen circumstances. The current metadata indicates a plausible connection through decentralized autonomous organization, 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": [
  "law-and-legal-systems",
  "dao",
  "decentralization",
  "systemic-risk"
 ],
 "scope_conditions": [
  "conflicts that fall outside the scope of the coded terms",
  "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."
 ],
 "currentDebate": {
  "name": "Democratic governance through DAO-based deliberation and voting for inclusive decision making in AI models",
  "url": "https://www.semanticscholar.org/paper/120cf97b92c1001e8283f7bc25764a0a4621dff5"
 },
 "extends": {
  "identifier": "kaal:claim:5554218-033",
  "url": "https://wulfkaal.github.io/claims/5554218-033",
  "citation": "Furrer Andreas, Wulf A. Kaal, Universal Digital Law Codex (UDLC) Building the Legal Infrastructure for the Digital Era (2025). SSRN: https://ssrn.com/abstract=5554218",
  "paper": "Wulf A. Kaal, Universal Digital Law Codex (UDLC) Building the Legal Infrastructure for the Digital Era",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5554218",
  "source_pdf_sha256": "55738b4035a91b70aa2ddaa127552fe4b373ec641afee2719fbdcabebdcbea44"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5554218-033"
  },
  {
   "@type": "CreativeWork",
   "name": "Democratic governance through DAO-based deliberation and voting for inclusive decision making in AI models",
   "url": "https://www.semanticscholar.org/paper/120cf97b92c1001e8283f7bc25764a0a4621dff5"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0017",
 "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/2026-07-31-4058",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-4058.md",
 "candidateId": "kaal:response-candidate:2026-07-31:eae090fb279a603f",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2222,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dao, such, legal, digital, era, building, providing, decentralized. Scope: conflicts that fall outside the scope of the coded terms.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
  "queryId": "concept:ee778ad15ea3",
  "page": 1,
  "sourceRank": 59,
  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 0,
  "venue": "Scientific Reports",
  "publicationTypes": [
   "JournalArticle",
   "Review"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "8df48cae226bb317184f4456e2c27c25aebf6c9511057db3f59dc630f685b9c8"
}