{"id":"W4312096574","doi":"10.1109/icems56177.2022.9982928","title":"Over Temperature Protection During Hill-hold and Low-Speed Conditions for Electric Vehicle Traction Inverter","year":2022,"lang":"en","type":"article","venue":"2022 25th International Conference on Electrical Machines and Systems (ICEMS)","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Derating; Junction temperature; Traction (geology); Inverter; Traction motor; Automotive engineering; Control theory (sociology); Electric vehicle; Torque; Power (physics); Rotor (electric); Computer science; Electrical engineering; Engineering; Voltage; Mechanical engineering; Physics; Control (management)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001811934,0.0002176058,0.0002349451,0.0003929859,0.000284068,0.0001652638,0.0001758562,0.0001294676,0.0001033005],"category_scores_gemma":[0.00008552698,0.0002131419,0.00005952933,0.0003288017,0.0000245536,0.0002037336,0.00004861438,0.0006523849,0.000002509297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795107,"about_ca_system_score_gemma":0.00002402939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008484829,"about_ca_topic_score_gemma":0.000008125471,"domain_scores_codex":[0.9986871,0.00006963578,0.0003141693,0.0003629194,0.0003124717,0.0002536536],"domain_scores_gemma":[0.999554,0.00006051399,0.00008966366,0.0001400044,0.00009017198,0.00006569379],"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":[0.00006897757,0.00003420254,0.0005272916,0.00006006181,0.00007240396,0.000003724705,0.00004417959,0.001049017,0.9868884,0.009386919,0.0005231394,0.001341667],"study_design_scores_gemma":[0.0007006265,0.0001922807,0.004277385,0.00002181873,0.00001567543,0.0001002289,0.0000873439,0.9902534,0.003470954,0.000607718,0.00003526325,0.0002372678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968981,0.0004778686,0.000001404981,0.0002942838,0.0007766424,0.0006556366,0.0001316621,0.0003336626,0.0004306987],"genre_scores_gemma":[0.9985415,0.0001287798,1.109907e-7,0.00007548689,0.0001742594,0.0004755133,0.00006227311,0.00003384978,0.0005082279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9892044,"threshold_uncertainty_score":0.8691675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188496974249253,"score_gpt":0.2512974956679973,"score_spread":0.2294125259255048,"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."}}