{"id":"W2506307306","doi":"10.29173/alr344","title":"Are Lawyers Regulatable?","year":2008,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Corporate governance; Legal profession; Law and economics; Law; Political science; Business; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004121855,0.00006413474,0.0001457963,0.00001458453,0.0007304776,0.00003777922,0.0001728486,0.00003975613,0.003448383],"category_scores_gemma":[0.001140582,0.00005869872,0.00005297562,0.000545952,0.000202621,0.0006108253,0.0000132225,0.0001426664,0.001195032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004080657,"about_ca_system_score_gemma":0.0002535266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04862059,"about_ca_topic_score_gemma":0.03533657,"domain_scores_codex":[0.9991252,0.0001750016,0.0001936941,0.0001321266,0.0002034231,0.0001705099],"domain_scores_gemma":[0.9990208,0.0003112021,0.0001953211,0.0002392279,0.000144711,0.00008870613],"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":[4.540848e-7,0.00002613701,0.0004834257,0.00007114941,0.000006545141,0.000001470415,0.0006614942,7.179458e-8,5.302165e-7,0.7772537,0.2209764,0.0005185474],"study_design_scores_gemma":[0.00003366096,0.000002159104,0.0005087613,0.0002817597,0.00001784397,0.000006546315,0.0001426166,1.641971e-7,0.000002445333,0.000281177,0.9986413,0.00008158215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007958571,0.01149463,0.000002736115,0.1713302,0.0003260024,0.0002376897,0.00000112341,0.00003103287,0.8157807],"genre_scores_gemma":[0.4989524,0.1184078,0.0006117446,0.1751102,0.0007467445,0.0001338636,0.0000362151,0.00003198894,0.205969],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7776648,"threshold_uncertainty_score":0.9995826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09495735748825214,"score_gpt":0.3893544667745634,"score_spread":0.2943971092863112,"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."}}