{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/claims/5541658-006",
 "identifier": "kaal:claim:5541658-006",
 "text": "Support Vector Machine models reached 96.9% accuracy in classifying semantic biases in judicial judgments on the Chinese AI and Law dataset, outperforming Naive Bayes, multi-layer perceptron, and K-nearest neighbor classifiers.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "citation": "Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658",
 "isBasedOn": {
  "@type": "ScholarlyArticle",
  "name": "The Evolving Role of Artificial Intelligence in Law",
  "datePublished": "2025",
  "url": "https://ssrn.com/abstract=5541658",
  "sha256": "e543a2d698fcd522d4d02e034cc9ee1344d0015d2c824b40b9e05ab7c0728c60",
  "encoding": "https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20and%20Gray%20-%202025%20-%20The%20Evolving%20Role%20of%20Artificial%20Intelligence%20in%20Law.pdf"
 },
 "keywords": [
  "empirical-evidence"
 ],
 "about": [
  "predictive-analytics",
  "cail-dataset",
  "supervised-learning",
  "accuracy-metrics"
 ],
 "abstract": "as demonstrated by a study on the Chinese AI and Law (CAIL) dataset where SVM models reached 96.9% accuracy in classifying semantic biases in judicial judgments.",
 "additionalProperty": [
  {
   "@type": "PropertyValue",
   "name": "claim_type",
   "value": "empirical"
  },
  {
   "@type": "PropertyValue",
   "name": "confidence",
   "value": "evidenced"
  },
  {
   "@type": "PropertyValue",
   "name": "scope_conditions",
   "value": [
    "the Chinese AI and Law (CAIL) dataset",
    "semantic bias classification task"
   ]
  },
  {
   "@type": "PropertyValue",
   "name": "is_failure_mode",
   "value": false
  },
  {
   "@type": "PropertyValue",
   "name": "attestations",
   "value": "https://wulfkaal.github.io/colloquium/attestations/d78d454977b2d00dd53bdc9e7fce044e08a3f94851eaed96e632ec79a5afec8c.json"
  },
  {
   "@type": "PropertyValue",
   "name": "edges",
   "value": []
  }
 ],
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/claims/index.json"
 },
 "dateModified": "2026-07-27",
 "version": "1.0",
 "sha256": "d78d454977b2d00dd53bdc9e7fce044e08a3f94851eaed96e632ec79a5afec8c",
 "canonicalForm": "https://wulfkaal.github.io/claims/5541658-006.md"
}