{"id":"W1740798251","doi":"","title":"Lawyers Gone Bad: Money Sex and Madness in Canada's Legal Profession (Philip Slayton)","year":2008,"lang":"en","type":"article","venue":"Appeal: Review of Current Law and Law Reform","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Legal profession; Law; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008548428,0.0001148787,0.000285065,0.00002968833,0.0004282794,0.00002323959,0.0001256648,0.00004468503,0.00009613134],"category_scores_gemma":[0.0000796827,0.00008928783,0.00002781407,0.0003507685,0.0002961927,0.0005870239,0.00004094357,0.0002998415,0.000004206268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449566,"about_ca_system_score_gemma":0.001503192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8832024,"about_ca_topic_score_gemma":0.8843759,"domain_scores_codex":[0.998646,0.0001664848,0.0004227405,0.000190183,0.000343387,0.0002311989],"domain_scores_gemma":[0.9993075,0.00006934163,0.0002112701,0.0001573755,0.0001208173,0.0001336753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000671156,0.00007630276,0.001242609,0.001332973,0.00000724301,0.000002353708,0.001757132,5.79917e-8,0.00000456305,0.9758533,0.002465578,0.01725124],"study_design_scores_gemma":[0.0001747546,0.00001034511,0.001097344,0.001553594,0.00001349955,0.000006216857,0.0008371855,0.000002031433,0.00002459288,0.0002430736,0.9959167,0.0001206371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09304176,0.09508246,0.00000453132,0.07104802,0.001601677,0.001547527,0.00004286604,0.0000474987,0.7375836],"genre_scores_gemma":[0.9134791,0.08257324,0.00002258167,0.003196481,0.00008626028,0.00003394443,0.0000277136,0.000007414811,0.0005732227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9934511,"threshold_uncertainty_score":0.3641052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728442380868719,"score_gpt":0.3587716732316439,"score_spread":0.3214872494229568,"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."}}