{"id":"W2953754178","doi":"","title":"BOOK REVIEW - COMPTE RENDU - DIRECTORS’ LIABILITY IN CANADA - DIRECTORS AND OFFICERS IN CANADA: LAW AND PRACTICE","year":2007,"lang":"en","type":"article","venue":"The Canadian Bar Review","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Liability; Law; Political science; Accounting; Business; Management; Economics","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":[0.004926289,0.0001219373,0.0003067511,0.00004639057,0.0003974734,0.00004868407,0.0001940528,0.00003224747,0.0009071295],"category_scores_gemma":[0.004971219,0.0001038657,0.00001569214,0.0008641109,0.0001623992,0.0003920823,0.00001687784,0.0004298276,0.000004394437],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005824368,"about_ca_system_score_gemma":0.04320706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999987,"about_ca_topic_score_gemma":0.9999999,"domain_scores_codex":[0.9977298,0.0008965114,0.0004573795,0.0002169348,0.0003000484,0.0003993085],"domain_scores_gemma":[0.997382,0.001623263,0.0001813719,0.0002559024,0.0001318592,0.0004255922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007345381,0.00001859967,0.01253429,0.001887172,0.0000248253,0.00006166297,0.001927966,7.021541e-7,3.104946e-7,0.03413713,0.9209841,0.02841591],"study_design_scores_gemma":[0.00004373761,0.000002125272,0.02546438,0.001469755,0.00003249871,0.000005510005,0.0005386065,5.075748e-7,2.345998e-7,0.000008963252,0.9723107,0.0001230048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008796337,0.5494534,6.280577e-8,0.3570835,0.0002406434,0.0007345293,0.00001942752,0.000004835689,0.09158398],"genre_scores_gemma":[0.1048277,0.494555,0.00002756163,0.3996829,0.00006020685,0.00003178967,0.00001282247,0.00001255942,0.0007894203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1039481,"threshold_uncertainty_score":0.9979921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665905153826144,"score_gpt":0.3379914545448023,"score_spread":0.3013324030065409,"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."}}