{"id":"W4313555086","doi":"10.1109/tia.2023.3234518","title":"Survivability-Based Protection for Electric Motor Drive Systems-Part II: Three Phase Permanent Magnet Synchronous Motor Drives","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of New Brunswick","funders":"","keywords":"Survivability; Synchronous motor; Induction motor; Computer science; Magnet; AC motor; Electric motor; Control theory (sociology); Electrical engineering; Engineering; Voltage; Artificial intelligence; Control (management); Computer network","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001460803,0.0003086078,0.0002620749,0.0003611318,0.0006014436,0.00006477638,0.0002430642,0.0004169855,0.0001149399],"category_scores_gemma":[0.000003271899,0.0003416649,0.0001787607,0.0007343917,0.00005947303,0.000139014,0.000001523791,0.0006178395,0.0001410632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169047,"about_ca_system_score_gemma":0.00009174999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007525356,"about_ca_topic_score_gemma":0.00002964348,"domain_scores_codex":[0.9984208,0.00003517931,0.0004223851,0.0004546524,0.0002186856,0.0004482342],"domain_scores_gemma":[0.9989545,0.0001192602,0.00006581327,0.0005720464,0.0001074572,0.0001809471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002406976,0.001739147,0.00003884323,0.001060014,0.000472803,0.000003997122,0.0004249845,0.5581806,0.1390396,0.0002812091,0.004915972,0.2936021],"study_design_scores_gemma":[0.001090396,0.0003426632,0.0001414751,0.00004264398,0.00009691584,0.000004292626,0.0001296352,0.9757722,0.0125162,0.00004762734,0.009447686,0.0003682747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07632392,0.00002399053,0.9163673,0.0002374481,0.0006982847,0.004173107,0.0008840984,0.001190343,0.0001015415],"genre_scores_gemma":[0.9772386,0.00001575407,0.0001860752,0.0000391398,0.0001983831,0.02160977,0.00007523553,0.00007658271,0.0005604448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9161812,"threshold_uncertainty_score":0.9999036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740146193556922,"score_gpt":0.2517260082037346,"score_spread":0.2243245462681654,"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."}}