{"id":"W4386631030","doi":"10.1109/peds57185.2023.10246704","title":"Emulation of a Permanent Magnet Synchronous Machine with Stator Winding Fault","year":2023,"lang":"en","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Emulation; Stator; Fault (geology); Computer science; MATLAB; Electromagnetic coil; Reliability (semiconductor); Torque; Permanent magnet synchronous generator; Magnet; Power (physics); Embedded system; Automotive engineering; Electrical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007589463,0.00008753083,0.0001392054,0.0001059062,0.00002270752,0.00001921391,0.00004435675,0.00002994757,0.0002526874],"category_scores_gemma":[0.000003601532,0.00006910622,0.00002608147,0.0002034118,0.000007576809,0.00009197919,0.000007137232,0.00003904811,0.0001162296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003197233,"about_ca_system_score_gemma":0.000007474619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008360944,"about_ca_topic_score_gemma":0.00003157554,"domain_scores_codex":[0.999424,0.00001223123,0.0001870597,0.00008494268,0.0001565389,0.0001352256],"domain_scores_gemma":[0.9997547,0.00002999368,0.00002696346,0.0001198985,0.0000260577,0.00004235501],"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":[0.0000171459,0.000008186022,0.004120335,0.0001070842,0.00004759131,0.000005875334,0.0004129924,0.9826316,0.007406766,0.0004106868,0.0004597165,0.004372061],"study_design_scores_gemma":[0.0005737931,0.0000454187,0.01794612,0.00002247017,0.000009674422,0.000003213955,0.0001577721,0.9800282,0.0003267877,0.00001145097,0.0007777671,0.00009730989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647073,0.00006954117,0.01135829,0.00003977733,0.0001194204,0.0003049365,0.00001408188,0.0006793351,0.02270737],"genre_scores_gemma":[0.9989158,0.000006353652,0.0001243164,0.000006887311,0.00003392537,0.00001029054,0.00004005057,0.0000220518,0.0008403105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03420857,"threshold_uncertainty_score":0.2818069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005887283579352061,"score_gpt":0.2049232044240311,"score_spread":0.1990359208446791,"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."}}