{"id":"W2044933329","doi":"10.1016/j.ymssp.2014.08.022","title":"A survey on time and frequency characteristics of induction motors with broken rotor bars in line-start and inverter-fed modes","year":2014,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Induction motor; Fault (geology); Rotor (electric); Inverter; Control theory (sociology); Engineering; Wound rotor motor; Bar (unit); Torque; Control engineering; Automotive engineering; Voltage; Computer science; Electrical engineering; Physics; Control (management)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005364978,0.0001648868,0.0003599538,0.00009891284,0.00003927414,0.0000688612,0.00004875259,0.0001234546,0.000002203579],"category_scores_gemma":[0.000052254,0.0001317595,0.000009752096,0.0001012642,0.00003008449,0.0001383805,0.00002014388,0.0001665201,3.161296e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002455483,"about_ca_system_score_gemma":0.000009362856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006652176,"about_ca_topic_score_gemma":0.00006849565,"domain_scores_codex":[0.9990953,0.00009449296,0.0003146541,0.0002109882,0.0001380492,0.0001465269],"domain_scores_gemma":[0.9996274,0.00009616285,0.00007522165,0.0000767106,0.00004448664,0.00007999699],"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":[0.0005395387,0.0004006768,0.1536999,0.007521989,0.0001511615,0.00002340124,0.001225182,0.001630826,0.5816907,0.001330059,0.0001271285,0.2516594],"study_design_scores_gemma":[0.0004043534,0.0005742873,0.02911308,0.0011604,0.00001425274,0.000008944476,0.00001677706,0.9626843,0.005558991,0.0001960496,0.00001311382,0.0002554281],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863893,0.0001781957,0.01294218,0.00000894385,0.0000176033,0.0003030141,0.00001880164,0.00008686984,0.00005503448],"genre_scores_gemma":[0.9994028,0.00002103299,0.0004465072,0.0000117514,0.00004041784,0.00003603597,0.000009855774,0.00002603784,0.000005529094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9610535,"threshold_uncertainty_score":0.5372998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334874716232323,"score_gpt":0.2287570024428085,"score_spread":0.2154082552804852,"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."}}