RT Monograph SR 00 ID 10.2139/ssrn.3205286 A1 Ash, Elliott A1 Chen, Daniel L. A1 Mainali, Nischal A1 Meier, Liam T1 Automated Classification of Modes of Moral Reasoning in Judicial Decisions YR 2018 FD 2018-12 VO 18-979 SP 20 AB What modes of moral reasoning do judges employ? We construct a linear SVM classifier for moral reasoning mode trained on applied ethics articles written by consequentialists and deontologists. The model can classify a paragraph of text in held out data with over 90 percent accuracy. We then apply this classifier to a corpus of circuit court opinions. We show that the use of consequentialist reasoning has increased over time. We report rankings of relative use of reasoning modes by legal topic, by judge, and by judge law school. T2 TSE Working Paper PB TSE Working Paper PP Toulouse AV Published LK https://publications.ut-capitole.fr/id/eprint/28408/ UL http://tse-fr.eu/pub/33157