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 "name": "Historical 3469E1Dacec2188349C6",
 "text": "Comparison of models of power restoration after military conflicts in the context of opportunities for Ukraine should be assessed against Kaal's source-bound claim that Unlike other societal transformations that require drawn out public debate, decentralization proceeds quietly, incrementally, and iteratively as a default solution because it builds on the existing centralized network infrastructure. The current metadata indicates a plausible connection through decentralization governance, 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"
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 "dateModified": "2026-07-31",
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 ],
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  "decentralization of business and society",
  "compared with contested changes such as globalization",
  "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": "Comparison of models of power restoration after military conflicts in the context of opportunities for Ukraine",
  "url": "https://www.semanticscholar.org/paper/64ce1f842719aa239f12c1e27963c4bfb89d5f5e"
 },
 "extends": {
  "identifier": "kaal:claim:3782191-003",
  "url": "https://wulfkaal.github.io/claims/3782191-003",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Preface to (2021). SSRN: https://ssrn.com/abstract=3782191",
  "paper": "Wulf A. Kaal, Preface to",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782191",
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   "@id": "https://wulfkaal.github.io/claims/3782191-003"
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   "url": "https://www.semanticscholar.org/paper/64ce1f842719aa239f12c1e27963c4bfb89d5f5e"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0016",
 "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/2026-07-31-3900",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-3900.md",
 "candidateId": "kaal:response-candidate:2026-07-31:04b35e54e333442c",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.224,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralization, attention, drawn, society, public, centralized, appears. Scope: decentralization of business and society; compared with contested changes such as globalization.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralization governance",
  "queryId": "concept:b78ed75f4a0b",
  "page": 1,
  "sourceRank": 632,
  "retrievedAt": "2026-07-31T13:59:06.105Z",
  "citationCount": 0,
  "venue": "Actual problems of innovative economy and law",
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  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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