{"id":"W1825910994","doi":"10.1109/ipemc.2000.883050","title":"A review on induction motor online fault diagnosis","year":2002,"lang":"en","type":"review","venue":"","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Induction motor; Artificial neural network; Fault (geology); Computer science; Control engineering; Inverter; Fuzzy logic; Engineering; Artificial intelligence; Electrical engineering; Voltage","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001740989,0.0008252531,0.002243733,0.0003877936,0.00003443178,0.00003547018,0.0004865798,0.000512159,0.001841291],"category_scores_gemma":[0.0002215912,0.0006390277,0.0007349449,0.0005829455,0.00001892501,0.0001017622,0.00006096688,0.0009871331,0.0008715721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304347,"about_ca_system_score_gemma":0.00001622284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002188869,"about_ca_topic_score_gemma":0.00001115983,"domain_scores_codex":[0.9978262,0.0001115308,0.000939968,0.0004907199,0.0002757726,0.0003558023],"domain_scores_gemma":[0.9985359,0.000251912,0.0001581411,0.000874698,0.00004282175,0.000136551],"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":[6.581012e-8,0.00007994992,2.23326e-7,0.06954338,0.00005766145,0.000004001658,9.943593e-7,0.000001175738,2.007625e-8,0.00001965634,0.2587869,0.6715059],"study_design_scores_gemma":[0.0000306154,0.00005908097,4.848613e-7,0.161079,0.0004638518,0.00001850389,2.459516e-7,0.00006344793,0.000002224018,0.000005525749,0.8377532,0.0005238152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.92921e-7,0.9888995,0.00003802744,0.00006996509,0.0003755027,0.002194953,0.0002199698,0.002505864,0.005695899],"genre_scores_gemma":[1.742921e-7,0.9934133,0.001263498,0.000552469,0.0004508625,0.00324534,0.0003815854,0.0002260887,0.0004666975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6709821,"threshold_uncertainty_score":0.9999064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06349583859217871,"score_gpt":0.3660627286335272,"score_spread":0.3025668900413485,"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."}}