{"id":"W4285464555","doi":"10.32920/ryerson.14664582","title":"Sensorless Current Source-Fed PM Drive System For Low Speed Operations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pulse-width modulation; Control theory (sociology); SIGNAL (programming language); Stator; Modulation index; Vector control; Power factor; Current source; Engineering; Computer science; Voltage; Induction motor; Electrical 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":[0.0001666861,0.000433069,0.0003448517,0.0003227275,0.0002627526,0.0004391703,0.0007248458,0.0003574871,0.002961322],"category_scores_gemma":[0.0003064908,0.0001385053,0.000160071,0.0002453999,0.0001959678,0.0006767833,0.0002433428,0.000449325,0.0009347724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027187,"about_ca_system_score_gemma":0.000245585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000180858,"about_ca_topic_score_gemma":0.0003045439,"domain_scores_codex":[0.9997593,0.00002680652,0.00001905035,0.00005325157,0.0001300362,0.00001158138],"domain_scores_gemma":[0.9998155,0.00003214694,0.00003528059,0.0000294066,0.00007953636,0.000008115594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002501786,0.0001017731,0.0009283893,0.001047456,0.00003463068,0.000200907,0.0002359939,0.005471345,0.4061705,0.01110908,0.004244101,0.5702056],"study_design_scores_gemma":[0.0001658301,0.002288727,0.006971099,0.0002218952,0.0001283825,0.002337856,0.0001286572,0.3351003,0.49123,0.007990118,0.1533215,0.0001156868],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03382131,0.001193893,0.9531105,0.0002087902,0.0002806085,0.0001607779,0.00009582689,0.001628176,0.009500105],"genre_scores_gemma":[0.8167014,0.0008217389,0.1690961,0.0002431671,0.0002174624,0.0001746173,0.0002114805,0.0000742804,0.01245973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002961322,"threshold_uncertainty_score":0.00990659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505734485925735,"score_gpt":0.2368374293898387,"score_spread":0.2217800845305814,"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."}}