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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-4180",
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 "name": "Historical 0Ace3123E6Cf32291C9C",
 "text": "Beyond Winner-Take-All Procurement Auctions should be assessed against Kaal's source-bound claim that Increased networkability drives decentralization of science because it lowers the cost of ascertaining the accuracy of scientific results while raising the price a scientist pays for being inaccurate or wrong. The current metadata indicates a plausible connection through Sybil resistance, 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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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
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 "keywords": [
  "economics",
  "decentralization"
 ],
 "scope_conditions": [
  "requires interested parties to be networked through technology",
  "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": "Beyond Winner-Take-All Procurement Auctions",
  "url": "https://www.semanticscholar.org/paper/cd99fc8450455ec9a8f1c06e5e69fa2cc5e4f3f7"
 },
 "extends": {
  "identifier": "kaal:claim:3808852-006",
  "url": "https://wulfkaal.github.io/claims/3808852-006",
  "citation": "Wulf A. Kaal, Decentralization and Feedback Effects (2021). SSRN: https://ssrn.com/abstract=3808852",
  "paper": "Decentralization and Feedback Effects",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3808852",
  "source_pdf_sha256": "31e91158fdeefebc2f0be54ebf89751f7cdd4c89ecea932888f5ba9be6b1caba"
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   "@id": "https://wulfkaal.github.io/claims/3808852-006"
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   "url": "https://www.semanticscholar.org/paper/cd99fc8450455ec9a8f1c06e5e69fa2cc5e4f3f7"
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 ],
 "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.",
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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-4180",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-4180.md",
 "candidateId": "kaal:response-candidate:2026-07-31:24f888c3503b9c3f",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.221,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralized, while, cost, decentralization, results, being, price, science. Scope: requires interested parties to be networked through technology.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "Sybil resistance",
  "queryId": "concept:25fe6a17cf75",
  "page": 1,
  "sourceRank": 66,
  "retrievedAt": "2026-07-31T13:58:59.481Z",
  "citationCount": 2,
  "venue": "arXiv.org",
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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