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 "name": "Streaming A Review Of Deep Learning Based Vulnerability Detection Tools For Ethern F00Ff04565",
 "text": "A Review of Deep Learning-Based Vulnerability Detection Tools for Ethernet Smart Contracts presents the following source proposition: Due to the irreversible and immutability of smart contracts, vulnerability detection has become particularly important. This proposition is pertinent to Kaal's source-bound claim that The immutability of blockchain ledgers is itself a vulnerability, because once a DAO is in operation its essential construction is very difficult to alter should a bug in the code appear. 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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  "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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  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3808.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
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  "name": "A Review of Deep Learning-Based Vulnerability Detection Tools for Ethernet Smart Contracts",
  "url": "https://doi.org/10.32604/cmes.2024.046758"
 },
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  "url": "https://wulfkaal.github.io/claims/3652481-009",
  "citation": "Wulf A. Kaal, Decentralized Autonomous Organizations – Internal Governance and External Legal Design (2020). SSRN: https://ssrn.com/abstract=3652481",
  "paper": "Wulf A. Kaal, Decentralized Autonomous Organizations – Internal Governance and External Legal Design",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2020",
  "ssrn": "https://ssrn.com/abstract=3652481",
  "source_pdf_sha256": "530b3a40c244aeca2eb4c53f4c9b4d6b2962bd6be9f92b4ebe17139c17f4c0e0"
 },
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  },
  {
   "@type": "CreativeWork",
   "name": "A Review of Deep Learning-Based Vulnerability Detection Tools for Ethernet Smart Contracts",
   "url": "https://doi.org/10.32604/cmes.2024.046758"
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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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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6294",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: vulnerability, smart, contracts, immutability, security, blockchain. Scope: a bug exists in deployed DAO code.",
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  "sourceRecordId": "https://openalex.org/W4394833324",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.32604/cmes.2024.046758",
  "doi": "10.32604/cmes.2024.046758",
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  "workAuthors": [
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    "whyRelevant": "Shared high-information concepts: vulnerability, smart, contracts, immutability, security, blockchain. Scope: a bug exists in deployed DAO code.",
    "ambiguous": true
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   {
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    "whyRelevant": "Shared high-information concepts: review, vulnerability, smart, contracts, security. Scope: smart contract industry through roughly 2032.",
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    "whyRelevant": "Shared high-information concepts: smart, contracts, immutability, security, blockchain. Scope: complex agency relationships.",
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    "whyRelevant": "Shared high-information concepts: smart, contracts, immutability, security, blockchain. Scope: decentralized algorithmic systems mediating principal agent contractual relationships.",
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    "whyRelevant": "Shared high-information concepts: smart, contracts, blockchain, technology, applications. Scope: multi party smart contract arrangements.",
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0004, SHA-256 76656a95748a5e70056673ed7e170eaf52eb7b843129dad96311bc6e84b0ce9f, 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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