{"id":"W7020544512","doi":"","title":"Legal Services Regulation in Canada: Plus Ãa Change?","year":2017,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; Subpoena; TSG101; Demotion; Circumstantial evidence","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":[0.0004038432,0.0001208668,0.0002843206,0.0001960029,0.0006062446,0.00004288311,0.0004539758,0.000124812,0.0004340268],"category_scores_gemma":[0.00003516239,0.000166678,0.00006923409,0.0001176378,0.00006602062,0.001476827,0.0001857615,0.0001798017,0.0001169995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006360231,"about_ca_system_score_gemma":0.0001821957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6433424,"about_ca_topic_score_gemma":0.7949155,"domain_scores_codex":[0.9990757,0.00002842205,0.0002390606,0.0003187804,0.0001225391,0.0002155396],"domain_scores_gemma":[0.9988043,0.00003581523,0.0005986424,0.0004081686,0.00007047751,0.00008257528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001515612,0.00002033898,0.9808102,0.00005169271,0.00001825452,0.00001054832,0.0004492661,0.00009657485,0.00009687104,0.01754568,0.00009131413,0.000657719],"study_design_scores_gemma":[0.0008003875,0.00001347353,0.9850078,0.00008401176,0.000005199055,0.000001994292,0.0001583637,0.00139997,0.0000893906,0.003805462,0.008456545,0.0001773841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900775,0.0002302497,0.00001598951,0.001916733,0.0003591043,0.000155824,0.0001372726,0.00001050117,0.007096857],"genre_scores_gemma":[0.9970973,0.00001998443,0.0002699396,0.0001166516,0.00008700757,4.477557e-7,0.00007885115,0.00001063912,0.002319192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515731,"threshold_uncertainty_score":0.6796931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855716621474642,"score_gpt":0.2190052823533267,"score_spread":0.1704481161385803,"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."}}