{"id":"W4361792130","doi":"10.1109/pedes56012.2022.10080642","title":"Low-Speed Operation of a New Four-Level Multilevel Inverter fed Medium-Voltage Drive","year":2022,"lang":"en","type":"article","venue":"","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Lakehead University","keywords":"Capacitor; Pulse-width modulation; Ripple; Voltage; Torque ripple; Induction motor; Stator; Motor drive; Engineering; Electrical engineering; Control theory (sociology); Electronic engineering; Computer science; Direct torque control","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001249775,0.0002425312,0.0003069112,0.0001608308,0.0001109236,0.00003086712,0.0003392204,0.00007192802,0.004444276],"category_scores_gemma":[0.00001378993,0.0002415465,0.0001231877,0.0001565258,0.00003263891,0.0002196356,0.0001362319,0.0002419839,0.0000739641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377091,"about_ca_system_score_gemma":0.00008689208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004916823,"about_ca_topic_score_gemma":0.0001092819,"domain_scores_codex":[0.9985712,0.00003097592,0.0004165897,0.0002661737,0.0004001065,0.000314992],"domain_scores_gemma":[0.9993681,0.00004084309,0.00005182977,0.0003278293,0.00004440059,0.0001669445],"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":[0.0001432824,0.0002034517,0.001533196,0.0002096527,0.000421549,0.00004920707,0.01093427,0.03539766,0.4770663,0.000679402,0.201302,0.2720601],"study_design_scores_gemma":[0.001422849,0.00006744584,0.003236725,0.00001463821,0.00002048435,0.000008723088,0.0006076248,0.956507,0.03559777,0.00007415585,0.002127818,0.0003147495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2895554,0.00009379581,0.6966718,0.0005399253,0.002852465,0.001144468,0.0002323617,0.0007494076,0.008160368],"genre_scores_gemma":[0.9929702,0.00001130951,0.001093202,0.0008224696,0.00008107791,0.00003356373,0.00005004312,0.00005515137,0.004882947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9211094,"threshold_uncertainty_score":0.9964658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857156021360783,"score_gpt":0.2240293031313489,"score_spread":0.1854577429177411,"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."}}