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 "identifier": "kaal:position:2026-07-31-7292",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Disclosure Without Protection A Governance Gap In Scholarly Peer Revi Bf0F3Bd007",
 "text": "AI Disclosure Without Protection: A Governance Gap in Scholarly Peer Review presents the following source proposition: Main text: We examine this asymmetry through a bounded corpus of 15 official policy documents from 10 major publishers and AI conference venues. This proposition is pertinent to Kaal's source-bound claim that The strong trust that sustained Maghribi trade, in which embezzlement was rare despite extreme information asymmetry, cannot be explained by a strong centralized government, since the Maghribis could not form a centralized legal or political hierarchy and the official legal channels were slow and unreliable. 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": [
  "ai-and-agents",
  "corporate-governance",
  "disclosure",
  "reputation",
  "law-and-legal-systems",
  "compliance",
  "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: 0.3758.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI Disclosure Without Protection: A Governance Gap in Scholarly Peer Review",
  "url": "https://doi.org/10.21203/rs.3.rs-9581778/v1"
 },
 "extends": {
  "identifier": "kaal:claim:3782193-030",
  "url": "https://wulfkaal.github.io/claims/3782193-030",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Historical Sketches of Centralization vs. Decentralization (2021). SSRN: https://ssrn.com/abstract=3782193",
  "paper": "Craig Calcaterra, Wulf A. Kaal, Historical Sketches of Centralization vs. Decentralization",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782193",
  "source_pdf_sha256": "74df9cc9a19a098bdacd0424a4174795f6e184f7a31c8ee7541195186701ebd2"
 },
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   "name": "AI Disclosure Without Protection: A Governance Gap in Scholarly Peer Review",
   "url": "https://doi.org/10.21203/rs.3.rs-9581778/v1"
  }
 ],
 "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.",
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 "candidateId": "kaal:response-draft:2026-07-31:7ae507a0bd1777d10553",
 "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: disclosure, governance, asymmetry, official. Scope: Maghribi Jewish traders around 1000 AD under the Fatimid caliphate.",
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  "source": "crossref",
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  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
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  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: disclosure, governance, asymmetry, official. Scope: Maghribi Jewish traders around 1000 AD under the Fatimid caliphate.",
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    "whyRelevant": "Shared high-information concepts: disclosure, protection, gap. Scope: retail investors in funds whose managers hold broad go anywhere authority.",
    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: disclosure, without, protection. Scope: unconstrained funds that decline to adopt a benchmark.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, without, protection. Scope: SEC rulemaking and guidance as of the time of writing.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, governance, peer. Scope: peer to peer environments with decentralized governance.",
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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.",
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