TY - RPRT CY - Toulouse ID - publications28408 UR - http://tse-fr.eu/pub/33157 A1 - Ash, Elliott A1 - Chen, Daniel L. A1 - Mainali, Nischal A1 - Meier, Liam Y1 - 2018/12// N2 - 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. PB - TSE Working Paper T3 - TSE Working Paper VL - 10.2139/ssrn.3205286 M1 - working_paper TI - Automated Classification of Modes of Moral Reasoning in Judicial Decisions AV - public EP - 20 ER -