{"id":"W4400905511","doi":"10.1109/jestpe.2024.3432641","title":"Online Diagnosis of Multiple-Switch Simultaneous Faults in SRM Drives Based on Current Errors","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Power Electronics","topic":"Electric Power Systems and Control","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Current (fluid); Computer science; Electronic engineering; Control theory (sociology); Electrical engineering; Engineering; Control (management); Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0002820777,0.000232904,0.0004607289,0.0006739578,0.00002279292,0.00002356697,0.000171432,0.0001247534,0.000005558045],"category_scores_gemma":[0.0002145215,0.0002106746,0.0000987582,0.0008777194,0.00001709348,0.00008819965,0.000006568956,0.001062637,4.322978e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448991,"about_ca_system_score_gemma":0.000189718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001938411,"about_ca_topic_score_gemma":0.0004335136,"domain_scores_codex":[0.9982167,0.0000702023,0.0007893926,0.0001842431,0.0002898809,0.0004496201],"domain_scores_gemma":[0.9990543,0.0004934996,0.0001127749,0.0001328139,0.0001292296,0.00007735504],"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":[0.0003617471,0.001345124,0.04887655,0.0009673914,0.0004005233,0.0006436678,0.004633793,0.7386724,0.01243716,0.0005136431,0.0009553127,0.1901927],"study_design_scores_gemma":[0.001694959,0.0008123805,0.002103414,0.001392019,0.00004898679,0.00004535933,0.0000707651,0.9756256,0.004911879,0.0001785433,0.01275637,0.0003597121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597316,0.0361792,0.002398185,0.0002058959,0.001212416,0.0001456748,0.000008736037,0.00004802135,0.00007030206],"genre_scores_gemma":[0.9958374,0.003832781,0.00009220229,0.00001888062,0.0001557273,0.00000654613,0.000002641199,0.00003417536,0.00001966915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2369533,"threshold_uncertainty_score":0.859106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006591929234205077,"score_gpt":0.2477994074785198,"score_spread":0.2412074782443147,"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."}}