{"id":"W6990061511","doi":"","title":"Comparative analysis of methods for the energy efficiency determination of induction motors","year":2016,"lang":"en","type":"article","venue":"Электронный научный архив ТПУ: Главная страница (Tomsk Polytechnic University)","topic":"Electric Power Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Induction motor; Efficient energy use; Electric motor; Control theory (sociology); Torque","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007086085,0.00100959,0.001124423,0.005614587,0.0003975296,0.001123533,0.001032369,0.0009587023,0.001794756],"category_scores_gemma":[0.01683631,0.0004214682,0.0009648064,0.003149021,0.000406945,0.001014398,0.0006776297,0.0007759103,0.0008963366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006774576,"about_ca_system_score_gemma":0.00046908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007873226,"about_ca_topic_score_gemma":0.0009792728,"domain_scores_codex":[0.9849984,0.004590864,0.000575403,0.0009665976,0.008606889,0.0002618673],"domain_scores_gemma":[0.9866873,0.008841356,0.0006052814,0.0008835396,0.00292459,0.00005802437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001037971,0.0002111608,0.009790638,0.002281985,0.0005453883,0.0001844579,0.0004035545,0.01638689,0.084324,0.008591253,0.001276394,0.8749664],"study_design_scores_gemma":[0.0001717417,0.002319628,0.07633637,0.001115254,0.001160958,0.002149048,0.0007584006,0.2413967,0.5838401,0.01043962,0.07987355,0.0004385913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07833668,0.02802595,0.8799474,0.0001224141,0.0002785405,0.0002749981,0.000369273,0.001351816,0.01129304],"genre_scores_gemma":[0.4526996,0.008963448,0.5313437,0.00006524933,0.0001407895,0.0004664438,0.0009487141,0.0006416814,0.004730411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007086085,"threshold_uncertainty_score":0.03747523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376753672039987,"score_gpt":0.2538493062329276,"score_spread":0.2400817695125277,"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."}}