{"id":"W7017733583","doi":"","title":"Canada's Railway Safety Regulatory Regime: Past, Present, &(and) Future","year":2007,"lang":"en","type":"article","venue":"Digital Commons - DU (University of Denver)","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Key (lock); Risk management; Quality (philosophy); Government (linguistics); Legislation","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":[0.0001150646,0.0001420197,0.0002166458,0.0001450769,0.000255434,0.0000683742,0.0002951243,0.00006837737,0.0001216981],"category_scores_gemma":[0.000003543368,0.0001725184,0.00008355331,0.0001759054,0.0001676631,0.001220022,0.000171398,0.000100507,0.0000332085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006027608,"about_ca_system_score_gemma":0.0000454135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1882019,"about_ca_topic_score_gemma":0.5562748,"domain_scores_codex":[0.9992578,0.000002463569,0.0001438042,0.0001846707,0.0001442526,0.0002669956],"domain_scores_gemma":[0.9994726,0.00003308262,0.0001474338,0.0002511445,0.00005219595,0.00004349972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003632799,0.0001098396,0.6498272,0.000170015,0.0001728177,0.00009835572,0.0004204762,0.00002352264,0.00001357646,0.03934122,0.2893007,0.02015899],"study_design_scores_gemma":[0.0002948519,0.000002188813,0.3953909,0.000008284347,0.00002107213,0.00000270913,0.0007506422,0.00001752866,0.000001182508,0.0001510223,0.6032382,0.0001213661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8667846,0.0000845784,0.0001573522,0.004426968,0.0001954067,0.00009974433,0.000063566,0.00006224313,0.1281255],"genre_scores_gemma":[0.9965379,0.00001289461,0.00002745957,0.0002477508,0.0007457178,5.406844e-8,0.0001059103,0.00001238022,0.002309938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3680729,"threshold_uncertainty_score":0.8172039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008158189018954019,"score_gpt":0.1578756846269327,"score_spread":0.1497174956079787,"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."}}