{"id":"W2924176290","doi":"","title":"GAITKEEPING IN CANADA: MIS-STEPS IN ASSESSING THE RELIABILITY OF EXPERT TESTIMONY","year":2014,"lang":"en","type":"article","venue":"The Canadian Bar Review","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Identification (biology); Law; Psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03622115,0.0006402218,0.0009970336,0.009825452,0.01654345,0.0103197,0.005795401,0.004381675,0.002471334],"category_scores_gemma":[0.1377183,0.0007605437,0.0007887401,0.009660235,0.00805075,0.002603346,0.003396031,0.005789151,0.0003330631],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1440988,"about_ca_system_score_gemma":0.3562756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948004,"about_ca_topic_score_gemma":0.9981858,"domain_scores_codex":[0.945862,0.007013186,0.003094208,0.002407688,0.03627354,0.005349361],"domain_scores_gemma":[0.8564892,0.03117957,0.006423044,0.002286627,0.09875917,0.004862372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001811824,0.0001077282,0.1238244,0.002486583,0.0003024252,0.002424725,0.03027708,0.002508575,0.001404945,0.146292,0.2488809,0.4413095],"study_design_scores_gemma":[0.00009367021,0.0001926146,0.3821364,0.007700386,0.0007086686,0.00136278,0.04046123,0.005740386,0.003907141,0.03321441,0.5237564,0.0007259157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1236495,0.1085927,0.009609888,0.5433033,0.004786356,0.0005356347,0.001797703,0.0002662858,0.2074587],"genre_scores_gemma":[0.8599733,0.03955952,0.01822203,0.0579168,0.0007146224,0.0001042803,0.0004426536,0.0001165065,0.02295037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1440988,"threshold_uncertainty_score":0.9927241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08591931805928985,"score_gpt":0.4285089102597314,"score_spread":0.3425895922004416,"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."}}