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 "name": "Historical 6C1B7Fd950Cf657672Ee",
 "text": "From Visibility to Eligibility in the Age of Agentic Commerce should be assessed against Kaal's source-bound claim that The CRDAO price discovery mechanism enables full price transparency for consumers through the visibility of internal and external bids on job posts, which is unprecedented in a market otherwise dominated by a cartel. The current metadata indicates a plausible connection through agentic commerce, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "author": {
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  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "dateModified": "2026-07-31",
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  "economics",
  "disclosure"
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  "bids on the post and the winner become public after the customer selects",
  "External evidence level: metadata only.",
  "Mapping review tier: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
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  "url": "https://www.semanticscholar.org/paper/71c597ddfffc3f8ba0fd96827dfddc5da61ef809"
 },
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  "identifier": "kaal:claim:3995709-035",
  "url": "https://wulfkaal.github.io/claims/3995709-035",
  "citation": "Wulf A. Kaal, How DAOs Optimize Open-Source Code Reviews and Create Open-Source Standards (2021). SSRN: https://ssrn.com/abstract=3995709",
  "paper": "How DAOs Optimize Open-Source Code Reviews and Create Open-Source Standards",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3995709",
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   "@type": "CreativeWork",
   "name": "From Visibility to Eligibility in the Age of Agentic Commerce",
   "url": "https://www.semanticscholar.org/paper/71c597ddfffc3f8ba0fd96827dfddc5da61ef809"
  }
 ],
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1517.md",
 "candidateId": "kaal:response-candidate:2026-07-31:8b4fb6a85472ff5a",
 "evidenceLevel": "metadata only",
 "reviewTier": "mapping review before claim review",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: visibility. Scope: bids on the post and the winner become public after the customer selects.",
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  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "agentic commerce",
  "queryId": "concept:cff87b653032",
  "page": 1,
  "sourceRank": 17,
  "retrievedAt": "2026-07-31T13:58:02.173Z",
  "citationCount": 1,
  "venue": "Social Science Research Network",
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