{"id":"W4207083645","doi":"10.17762/de.vol2022iss1.8729","title":"Control Strategy for 5∅ Dual-Stator Winding Induction Starter/Generator Scheme","year":2022,"lang":"en","type":"article","venue":"Design Engineering","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stator; Rotor (electric); AC power; Shunt generator; Generator (circuit theory); Electromagnetic coil; Control theory (sociology); Engineering; Torque; Power (physics); Induction generator; Computer science; Electrical engineering; Voltage; Control (management); Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001598013,0.0004345543,0.0002565567,0.0003213373,0.0003689892,0.0005084307,0.0008282141,0.0003483503,0.00407807],"category_scores_gemma":[0.00009355354,0.0001282179,0.0002175332,0.0001672303,0.0002176876,0.0002821411,0.0003260967,0.0002095248,0.0005989933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578506,"about_ca_system_score_gemma":0.000276362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079857,"about_ca_topic_score_gemma":0.001614815,"domain_scores_codex":[0.9998448,0.00002370314,0.00001103062,0.00004101264,0.00005578858,0.0000235736],"domain_scores_gemma":[0.9999485,0.000004147616,0.00001468762,0.0000065782,0.0000196391,0.000006391273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006909693,0.0002429989,0.001719033,0.0006828535,0.0000661254,0.0007298431,0.0004232767,0.2212651,0.2635376,0.06569123,0.004833627,0.4401174],"study_design_scores_gemma":[0.0001028203,0.0006030654,0.001092969,0.0000364189,0.00003584081,0.0002175297,0.00004586349,0.9512521,0.03079092,0.004131673,0.01166172,0.00002902272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07344881,0.0003172087,0.8941057,0.0001491661,0.000110603,0.0002190589,0.00004830463,0.0007759531,0.03082522],"genre_scores_gemma":[0.9501845,0.0001133677,0.04253175,0.00003891353,0.00002280547,0.00008778805,0.0000423087,0.00001709896,0.006961486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00407807,"threshold_uncertainty_score":0.01364249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037885467419956,"score_gpt":0.2046592670542443,"score_spread":0.1842804123800447,"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."}}