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 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7759",
 "identifier": "kaal:position:2026-07-31-7759",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming From Market To Non Market An Autonomous Agent Approach To Central Planni 9B82766Acd",
 "text": "From market to non-market: An autonomous agent approach to central planning presents the following source proposition: Socialist models for non-market economic calculation have been strongly influenced by the equilibrium model of neoclassical economics. This proposition is pertinent to Kaal's source-bound claim that Computative Economics is not a generalization of digital platform economics, because platform economics extends Neoclassical Economics while remaining within its primitives, whereas the computative primitives differ and the equilibrium concept is recursive rather than competitive. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "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",
 "responseType": "extension",
 "keywords": [
  "economics",
  "historical-response",
  "scholarly-literature",
  "crossref"
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 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.49.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "From market to non-market: An autonomous agent approach to central planning",
  "url": "https://doi.org/10.1017/s0269888907001129"
 },
 "extends": {
  "identifier": "kaal:claim:6607458-038",
  "url": "https://wulfkaal.github.io/claims/6607458-038",
  "citation": "Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458",
  "paper": "Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2026",
  "ssrn": "https://ssrn.com/abstract=6607458",
  "source_pdf_sha256": "75cca35350378eb8904866d068b5d2f3e1504629e6031457ce6c12152a88e3e8"
 },
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   "@id": "https://wulfkaal.github.io/claims/6607458-038"
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   "@type": "CreativeWork",
   "name": "From market to non-market: An autonomous agent approach to central planning",
   "url": "https://doi.org/10.1017/s0269888907001129"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0010",
 "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/2026-07-31-7759",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7759.md",
 "candidateId": "kaal:response-draft:2026-07-31:37a258c49ce29523ff86",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: agent, economic, equilibrium, neoclassical, economics. Scope: review source claim scope.",
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  "sourceRecordId": "10.1017/s0269888907001129",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.1017/s0269888907001129",
  "doi": "10.1017/s0269888907001129",
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  "workId": "work:doi:10.1017/s0269888907001129",
  "workAuthors": [
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  "workPublishedAt": "2007-12-01",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, economic, equilibrium, neoclassical, economics. Scope: review source claim scope.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: market, have, been, strongly, economics. Scope: open-ended responses to survey Question 8b.",
    "ambiguous": true
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   {
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    "whyRelevant": "Shared high-information concepts: economic, equilibrium, neoclassical, economics. Scope: holds for materially scarce, human mediated activity; does not hold for the expanding sphere of post scarce agentic production.",
    "ambiguous": true
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    "rank": 4,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: market, agent, central, economic, economics. Scope: steady state of a mature agent population.",
    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: market, agent, neoclassical, economics. Scope: architectures where postings are the only action-set elements.",
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