{"id":"W2727898288","doi":"","title":"Electrical equipment certification in Canadian underground coal mines – problem solved?","year":2016,"lang":"en","type":"article","venue":"3rd International Symposium on Mine Safety Science and Engineering","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Legislation; Accreditation; Coal mining; Coal; Engineering; Business; Quality (philosophy); Environmental planning; Waste management; Environmental science; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003891771,0.0001337484,0.00009445916,0.0004667695,0.00008600853,0.00006569651,0.0001756456,0.0000611791,0.00002905868],"category_scores_gemma":[0.00009830621,0.0001102681,0.00002142762,0.0005535896,0.00004004512,0.0003388946,0.00001551717,0.0001092421,0.00002020008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225609,"about_ca_system_score_gemma":0.00006478847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394592,"about_ca_topic_score_gemma":0.004651329,"domain_scores_codex":[0.99875,0.000007263259,0.0002426563,0.0002576572,0.0003451351,0.0003972329],"domain_scores_gemma":[0.9995471,0.00006241288,0.00001884159,0.00009272664,0.00007714318,0.0002017737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005425344,0.00003610747,0.00202362,0.00002401122,0.00002404122,0.000007191893,0.0001141516,0.04898762,0.8955025,0.009499001,0.0002737054,0.04345381],"study_design_scores_gemma":[0.001255387,0.0003409341,0.03791386,0.0002462263,0.000009233929,0.00007926091,0.00001999282,0.7193857,0.08707795,0.0005151523,0.1523239,0.0008323917],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902768,0.0002270611,0.04843388,0.03230484,0.003253878,0.00102018,0.00003069975,0.0006850222,0.02376767],"genre_scores_gemma":[0.9991416,0.0001687361,0.000279132,0.00007435883,0.0001054619,0.00003631951,0.000003272703,0.00001368779,0.0001774298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8084245,"threshold_uncertainty_score":0.4496603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008360987721987399,"score_gpt":0.2204248912202769,"score_spread":0.2120639034982895,"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."}}