{"id":"W4205863980","doi":"10.1109/access.2022.3141542","title":"Multiphase Traction Inverters: State-of-the-Art Review and Future Trends","year":2022,"lang":"en","type":"article","venue":"IEEE Access","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sizing; Inverter; Traction (geology); Network topology; Capacitor; Electrification; Computer science; Voltage; Electronic engineering; Power (physics); Electrical engineering; Automotive engineering; Engineering; Electricity; Computer network; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004472884,0.0006052733,0.000827644,0.001517544,0.0001949683,0.0009779978,0.0007996957,0.0007529394,0.003920838],"category_scores_gemma":[0.0004966132,0.0003312657,0.0004215363,0.002453558,0.0002290869,0.001704516,0.0004375216,0.0008241554,0.001288338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412277,"about_ca_system_score_gemma":0.0006038299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004176791,"about_ca_topic_score_gemma":0.0006202633,"domain_scores_codex":[0.9998319,0.00001642038,0.0000247504,0.00003899954,0.00007161138,0.00001623806],"domain_scores_gemma":[0.9996009,0.0001797756,0.0000539594,0.00001222799,0.0001321816,0.00002097312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001136784,0.0001236503,0.0003574264,0.01558593,0.00007532952,0.0001614857,0.00008196883,0.001663352,0.006864933,0.006748471,0.01117141,0.9570525],"study_design_scores_gemma":[0.000019741,0.0004935117,0.001130358,0.003202765,0.0002630867,0.001176467,0.0001680992,0.00313498,0.005416562,0.005123969,0.9798157,0.00005478422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00170939,0.9882505,0.004076113,0.0004405799,0.0002927044,0.00001609472,0.00007422038,0.00005405,0.005086257],"genre_scores_gemma":[0.01082349,0.9831976,0.003229839,0.0002648526,0.0003919452,0.00001708635,0.0002021456,0.00001096149,0.001862084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003920838,"threshold_uncertainty_score":0.01311648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705407071335838,"score_gpt":0.2552865705381948,"score_spread":0.2382324998248364,"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."}}