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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7291",
 "identifier": "kaal:position:2026-07-31-7291",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Disclosure Without Protection A Governance Gap In Scholarly Peer Revi Defc52Bdd3",
 "text": "AI Disclosure Without Protection: A Governance Gap in Scholarly Peer Review presents the following source proposition: The result is an asymmetric system: authors are placed under detailed disclosure obligations, while reviewers exercise their own judgement, often without procedural protections for the disclosing author. This proposition is pertinent to Kaal's source-bound claim that Prior scholarship, including the author's own earlier work, established that Form PF created core challenges for the private fund industry but did not clarify what impact the disclosure requirements actually have on managers; this study is designed to fill that gap. 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": [
  "private-funds",
  "law-and-legal-systems",
  "empirical-evidence",
  "disclosure",
  "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: 0.3945.",
  "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:2447306-005",
  "url": "https://wulfkaal.github.io/claims/2447306-005",
  "citation": "Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act (2014). SSRN: https://ssrn.com/abstract=2447306",
  "paper": "Wulf A. Kaal, Private Fund Disclosures Under the Dodd-Frank Act",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2014",
  "ssrn": "https://ssrn.com/abstract=2447306",
  "source_pdf_sha256": "0c950d73240845e78faf1c3ca0ab820fcc50556faf7ff07f7f773d0876f0be8a"
 },
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   "@type": "CreativeWork",
   "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.",
 "isPartOf": {
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7291",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7291.md",
 "candidateId": "kaal:response-draft:2026-07-31:b3ad9015cf135de543ce",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3945,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: disclosure, gap, under, while, own, author. Scope: literature available before the first mandatory Form PF collection.",
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  "source": "crossref",
  "sourceRecordId": "10.21203/rs.3.rs-9581778/v1",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
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  "doi": "10.21203/rs.3.rs-9581778/v1",
  "externalIds": {
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  "workId": "work:doi:10.21203/rs.3.rs-9581778/v1",
  "workAuthors": [
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   "crossref:10.21203/rs.3.rs-9581778/v1",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, gap, under, while, own, author. Scope: literature available before the first mandatory Form PF collection.",
    "ambiguous": true
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   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, protection, under, obligations. Scope: private fund advisers required to register under the Dodd-Frank Act.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, result, obligations, often. Scope: hedge funds participating as debt holders rather than as debtors.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/4796714-030",
    "rank": 4,
    "confidence": 0.3279,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, protection, governance, author. Scope: applies to federated models with distributed decision making authority; the author rejects recentralization as the fix.",
    "ambiguous": true
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   {
    "claimId": "kaal:claim:2150377-001",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, without, under, obligations. Scope: hedge funds operating before the Dodd-Frank Act; funds investing in global markets.",
    "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.",
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}