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 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Algorithmic Governance And Responsible Innovation Ai Ethics Policy Corpo 0Df54B0991",
 "text": "Algorithmic Governance and Responsible Innovation: AI Ethics Policy, Corporate Compliance, and Regulatory Quality in Chinese Technology Firms presents the following source proposition: Algorithmic recommendation systems have become a foundational element of Chinese digital markets, managed by a string of firms under complex and often opaque governance regimes. This proposition is pertinent to Kaal's source-bound claim that Many new innovation driven firms that replaced hierarchy with a best-idea-wins culture have struggled to maintain that governance model and to fulfill their initial promise. 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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 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
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  "corporate-governance",
  "institutional-design",
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  "crossref"
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  "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: 0.3834.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Algorithmic Governance and Responsible Innovation: AI Ethics Policy, Corporate Compliance, and Regulatory Quality in Chinese Technology Firms",
  "url": "https://doi.org/10.2139/ssrn.7135861"
 },
 "extends": {
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  "url": "https://wulfkaal.github.io/claims/3227967-017",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Legal Education in a Digital Age Why 'Coding for Lawyers' Matters (2018). SSRN: https://ssrn.com/abstract=3227967",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Legal Education in a Digital Age Why 'Coding for Lawyers' Matters",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2018",
  "ssrn": "https://ssrn.com/abstract=3227967",
  "source_pdf_sha256": "f6e13b956f864ab32ec3305d095a35a127770327d75b3688f785cefc437d369f"
 },
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   "@id": "https://wulfkaal.github.io/claims/3227967-017"
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   "name": "Algorithmic Governance and Responsible Innovation: AI Ethics Policy, Corporate Compliance, and Regulatory Quality in Chinese Technology Firms",
   "url": "https://doi.org/10.2139/ssrn.7135861"
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 "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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 "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: governance, innovation, corporate, firms, have, digital, often. Scope: fast growth technology companies with few assets and employees.",
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  "queryId": "concept:b5ce5d92d4b5",
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    "whyRelevant": "Shared high-information concepts: governance, innovation, corporate, firms, have, digital, often. Scope: fast growth technology companies with few assets and employees.",
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    "whyRelevant": "Shared high-information concepts: innovation, policy, compliance, regulatory, firms, often. Scope: disruptive products or services outside existing regulatory categories; no appropriate replacement rules available.",
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    "whyRelevant": "Shared high-information concepts: governance, innovation, corporate, have, digital, often. Scope: traditional VCs accountable to limited partners.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, corporate, compliance, become, regimes. Scope: firms facing more than one potentially applicable legal regime.",
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