{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/review-accuracy",
 "identifier": "kaal:entity:review-accuracy",
 "name": "Review accuracy",
 "termCode": "review-accuracy",
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 },
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
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 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4734750-013",
   "identifier": "kaal:claim:4734750-013",
   "text": "When the first reviewer misses a defect and follow-on reviewers anchor entirely on the first reviewer's concerns, the review carries a higher risk of inaccuracy; crowd wisdom is one way to correct this myopia and single point of failure.",
   "abstract": "If the single author of a code review has missed something and the follow-on reviewer focused entirely on the first reviewer's concerns, the code review has a higher risk of lack of accuracy.",
   "citation": "Wulf A. Kaal, Code Review DAO (2024). SSRN: https://ssrn.com/abstract=4734750",
   "datePublished": "2024",
   "claim_type": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
    "sequential review processes anchored on an initial reviewer"
   ],
   "source_pdf_sha256": "60eadf91c0913468505afc664c8d8d1e1673d6c5326d031ca7060addb8ab2eda",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4755632-021",
   "identifier": "kaal:claim:4755632-021",
   "text": "Legacy code review carries a single point of failure risk: if the single author of a review misses something and the follow-on reviewer focuses entirely on the first reviewer's concerns, the review has a higher risk of inaccuracy, and crowd wisdom is the corrective for that myopia.",
   "abstract": "If the single author of a code review has missed something and the follow-on reviewer focused entirely on the first reviewer's concerns, the code review has a higher risk of lack of accuracy. Crowd wisdom is one way to correct possible myopia",
   "citation": "Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632",
   "datePublished": "2024",
   "claim_type": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
    "applies to standard legacy code review with sequential reviewers"
   ],
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   "status": "current"
  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'review-accuracy'. Derived node: a roster, not an adjudicated definition."
}