{"id":"W4396887557","doi":"10.29173/mlj932","title":"Preface","year":2015,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.001146171,0.00003551939,0.00004096105,0.00003110563,0.0008586314,0.0004983417,0.0001525382,0.00003475952,0.0004612341],"category_scores_gemma":[0.0005107097,0.00003257106,0.00002062666,0.0001888697,0.00008867523,0.0008762626,0.00001091631,0.0003679783,0.0004619423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471088,"about_ca_system_score_gemma":0.0006210353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04286302,"about_ca_topic_score_gemma":0.1678997,"domain_scores_codex":[0.9992163,0.0001610721,0.0001185261,0.00004862772,0.0003116409,0.0001438247],"domain_scores_gemma":[0.9992509,0.00005215332,0.00008570676,0.00006335613,0.0003489867,0.0001989189],"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":[0.000007344577,0.00006363318,0.001205803,6.85763e-7,0.00001024108,0.000006911078,0.01271304,0.000007836959,0.000008130507,0.8425555,0.1318936,0.01152721],"study_design_scores_gemma":[0.0001023332,0.00001176718,0.0002193812,0.000002393748,0.000004425315,0.00002240379,0.08172505,0.000001521496,0.00001263599,0.01649718,0.9013579,0.00004295872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04187739,0.0000654183,0.0002226994,0.06890584,0.00241406,0.00005850201,6.182744e-7,0.00004020191,0.8864153],"genre_scores_gemma":[0.9938989,0.00001362195,0.001017603,0.001956688,0.001603058,0.000001843815,6.752748e-7,0.000004505195,0.001503055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9520215,"threshold_uncertainty_score":0.9635106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465070216036345,"score_gpt":0.4011918478263115,"score_spread":0.2546848262226769,"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."}}