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 "name": "Streaming Ai Enabled Esg Scoring Models For Corporate Governance 3A049321F1",
 "text": "AI-Enabled ESG Scoring Models for Corporate Governance presents the following source proposition: Environmental, social and governance (ESG) scoring has been taken as essential in measuring the performance of corporate sustainability. This proposition is pertinent to Kaal's source-bound claim that Shareholder activism reform, taken by itself, has been unable to sufficiently improve the corporate governance system. 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": {
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  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.4301.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "AI-Enabled ESG Scoring Models for Corporate Governance",
  "url": "https://doi.org/10.4018/979-8-3373-5891-8.ch004"
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  "identifier": "kaal:claim:3441904-002",
  "url": "https://wulfkaal.github.io/claims/3441904-002",
  "citation": "Wulf A. Kaal, Blockchain-Based Corporate Governance (2019). SSRN: https://ssrn.com/abstract=3441904",
  "paper": "Wulf A. Kaal, Blockchain-Based Corporate Governance",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2019",
  "ssrn": "https://ssrn.com/abstract=3441904",
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 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "mappingWhyRelevant": "Shared high-information concepts: corporate, governance, has, been, taken. Scope: United States corporate governance.",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, has, been, taken. Scope: United States corporate governance.",
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    "whyRelevant": "Shared high-information concepts: esg, corporate, governance. Scope: contested ESG shareholder proposals.",
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    "whyRelevant": "Shared high-information concepts: corporate, governance, has, been. Scope: United States corporate governance regime; period since 2002.",
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