{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7262",
 "identifier": "kaal:position:2026-07-31-7262",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Technological Unemployment 70E9864316",
 "text": "Technological Unemployment presents the following source proposition: Until recently, it was hard to study the threat of technological unemployment in the core models in economics. This proposition is pertinent to Kaal's source-bound claim that In a quantum economy, core economic variables such as supply, demand, price, and utility are not fixed quantities but quantum states that can occupy several configurations at once until an observation or measurement resolves them into one value. 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"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "economics",
  "research-methods",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "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: 0.4449.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Technological Unemployment",
  "url": "https://doi.org/10.1093/oxfordhb/9780197579329.013.42"
 },
 "extends": {
  "identifier": "kaal:claim:4900880-001",
  "url": "https://wulfkaal.github.io/claims/4900880-001",
  "citation": "Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880",
  "paper": "Wulf A. Kaal, Quantum Economy and the Future of Work",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4900880",
  "source_pdf_sha256": "64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73"
 },
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   "@id": "https://wulfkaal.github.io/claims/4900880-001"
  },
  {
   "@type": "CreativeWork",
   "name": "Technological Unemployment",
   "url": "https://doi.org/10.1093/oxfordhb/9780197579329.013.42"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0008",
 "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": {
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7262",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7262.md",
 "candidateId": "kaal:response-draft:2026-07-31:915b54384ba93bca853f",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4449,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: until, core, economics. Scope: within the quantum economic framework the author adopts.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.1093/oxfordhb/9780197579329.013.42",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.1093/oxfordhb/9780197579329.013.42",
  "doi": "10.1093/oxfordhb/9780197579329.013.42",
  "externalIds": {
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   "Crossref": "10.1093/oxfordhb/9780197579329.013.42"
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  "chunkId": "crossref-00005",
  "workId": "work:doi:10.1093/oxfordhb/9780197579329.013.42",
  "workAuthors": [
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  "workPublishedAt": "2022-03-18",
  "identityKeys": [
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   "crossref:10.1093/oxfordhb/9780197579329.013.42",
   "url:https://doi.org/10.1093/oxfordhb/9780197579329.013.42",
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  ],
  "sourceProposition": "Until recently, it was hard to study the threat of technological unemployment in the core models in economics.",
  "sourcePropositionSha256": "184d8c9d8c31bfd2171e54e7139be19ec72fc5d15f8b784fac7aac65c4e4fb29",
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    "claimUrl": "https://wulfkaal.github.io/claims/4900880-001",
    "rank": 1,
    "confidence": 0.4449,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: until, core, economics. Scope: within the quantum economic framework the author adopts.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4900878-001",
    "claimUrl": "https://wulfkaal.github.io/claims/4900878-001",
    "rank": 2,
    "confidence": 0.4449,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: until, core, economics. Scope: within the quantum economy framework the author stipulates.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/1428387-002",
    "rank": 3,
    "confidence": 0.3659,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: hard, economics. Scope: where recent transaction prices and marketable bids and offers are not readily available.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3441904-024",
    "claimUrl": "https://wulfkaal.github.io/claims/3441904-024",
    "rank": 4,
    "confidence": 0.3659,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: hard, economics. Scope: hard forks only, since old nodes read both block versions after a soft fork.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3709041-007",
    "claimUrl": "https://wulfkaal.github.io/claims/3709041-007",
    "rank": 5,
    "confidence": 0.3659,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: hard, economics. Scope: review source claim scope.",
    "ambiguous": true
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 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0008, SHA-256 469be3af77a43b8a86f52c2e8253882abdefc7a0da53c392329c3cb8a11e8160, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "5518c72aee4b12b68979232dd31cf418d180f15d2abf9741e9bb9f52fc83cb0e"
}