{"id":"W1945393226","doi":"","title":"Testing Theory and Debunking Stereotypes: Lawyers' Views on the Practice of Law","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anecdote; Perspective (graphical); Professional conduct; Legal ethics; Private practice; Corporate governance; Law; Ethical code; Sample (material); Political science; Sociology; Management; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03236005,0.0004167515,0.0005937783,0.004826578,0.01319094,0.009089847,0.002295538,0.002889917,0.003272514],"category_scores_gemma":[0.08211392,0.0006162417,0.0003649167,0.003062708,0.04183972,0.007198619,0.006322942,0.004747281,0.0002533461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01847385,"about_ca_system_score_gemma":0.01035214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1615484,"about_ca_topic_score_gemma":0.1960686,"domain_scores_codex":[0.9673457,0.02017688,0.0008719729,0.001242906,0.008109992,0.002252567],"domain_scores_gemma":[0.9036689,0.06871441,0.01457965,0.003734929,0.006770549,0.00253155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003751957,0.00002174309,0.01740731,0.00003770548,0.000006199706,0.0001705591,0.9709755,0.00002456244,0.0002578034,0.004698475,0.0003067743,0.006055834],"study_design_scores_gemma":[0.00001302153,0.00003852556,0.01698615,0.0001361459,0.00001022261,0.0001176673,0.9715494,0.0001864164,0.0002459542,0.004133018,0.006567339,0.00001618063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726775,0.0003987626,0.001378018,0.007586482,0.0000327661,0.00003934689,0.00001910156,0.000009934041,0.01785807],"genre_scores_gemma":[0.9982442,0.000153141,0.0002039204,0.0005416523,0.00001501879,0.00001133659,0.00001034167,0.000006537824,0.000813855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1615484,"threshold_uncertainty_score":0.3212162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222516517689316,"score_gpt":0.3752733225297428,"score_spread":0.3330481573528496,"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."}}