{"id":"W4246829677","doi":"10.1109/esw.2015.7094870","title":"Enhanced safety features in motor control centers and drives for diagnostics and troubleshooting","year":2015,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Troubleshooting; Electrical equipment; Doors; Reliability engineering; Electrical shock; Automotive engineering; Arc flash; Maintenance engineering; Electric motor; Engineering; Preventive maintenance; Computer science; Control (management); Medical equipment; Electrical engineering; Voltage; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004208696,0.000531326,0.0001962326,0.0006183812,0.0003527563,0.0007466908,0.0009528751,0.0008325125,0.01214652],"category_scores_gemma":[0.001490675,0.0002573328,0.0002341689,0.0002862503,0.0003243184,0.00116702,0.0006651484,0.0003987787,0.002596346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923423,"about_ca_system_score_gemma":0.0002469396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004067712,"about_ca_topic_score_gemma":0.0007154152,"domain_scores_codex":[0.9995685,0.00005625013,0.00002285103,0.00005497246,0.000246644,0.00005075808],"domain_scores_gemma":[0.9986571,0.0004377678,0.0001918457,0.0002532079,0.0003839406,0.00007612206],"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":[0.001015255,0.0005871084,0.008213825,0.0009312725,0.00003089339,0.002314073,0.001923162,0.006347968,0.4655148,0.007776066,0.01217952,0.4931659],"study_design_scores_gemma":[0.0003248389,0.004668191,0.09259204,0.0005966691,0.0001774926,0.01248353,0.001207334,0.01971924,0.388069,0.007613773,0.472339,0.000208837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5865617,0.002254518,0.3087079,0.001758581,0.0003315214,0.0005400807,0.0005669432,0.01647964,0.08279911],"genre_scores_gemma":[0.8084365,0.0005129668,0.15975,0.0005115962,0.000152789,0.0001031986,0.0005169605,0.0006115412,0.02940448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214652,"threshold_uncertainty_score":0.0406341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006850095888743425,"score_gpt":0.2219069863852206,"score_spread":0.2150568904964771,"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."}}