{"id":"W4409657810","doi":"10.31234/osf.io/6zs5g_v1","title":"Mindfulness and Legal Practice: A Preliminary Study of the Effects of Mindfulness Meditation and Stress Reduction in Lawyers","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mindfulness; Meditation; Mindfulness meditation; Stress reduction; Mindfulness-based stress reduction; Psychology; Psychotherapist; Stress (linguistics); Clinical psychology; Social psychology; Applied psychology; Philosophy; Theology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238193,0.0001654189,0.0003146383,0.0003748528,0.001194513,0.0004959828,0.0004112092,0.0008170626,0.00279995],"category_scores_gemma":[0.003490383,0.0002571917,0.0002910472,0.000228911,0.0007521989,0.0006215335,0.0007011259,0.001326097,0.0001975461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008394,"about_ca_system_score_gemma":0.00103375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654342,"about_ca_topic_score_gemma":0.003220748,"domain_scores_codex":[0.999294,0.000356236,0.00003672776,0.00007908654,0.0001157661,0.0001181298],"domain_scores_gemma":[0.9977155,0.001548392,0.000152217,0.0001123509,0.0001145096,0.0003570033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008549504,0.1762308,0.09901871,0.002354794,0.0002314684,0.00203302,0.14862,0.0004204815,0.1634534,0.002213844,0.0009241957,0.3959498],"study_design_scores_gemma":[0.003242401,0.1857347,0.7312437,0.0004434331,0.0003283566,0.001723801,0.03435259,0.001691581,0.0253533,0.0019173,0.01388083,0.0000879072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981763,0.0001419116,0.0002794402,0.0001894845,0.000006956762,0.0002527199,0.000007309888,0.000002507642,0.0009433455],"genre_scores_gemma":[0.9950389,0.0004990642,0.002413848,0.0003249391,0.00003790377,0.0004275694,0.00002112483,0.000003111423,0.001233363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00279995,"threshold_uncertainty_score":0.00936681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430525871158278,"score_gpt":0.3796549004947345,"score_spread":0.3553496417831517,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}