{"id":"W4412375744","doi":"10.1109/icjece.2025.3573736","title":"Interturn Fault Diagnosis in Sensorless PMSM Drive Based on Negative-Sequence Reactive Power Distortions","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Science and Technology, Government of Kerala","keywords":"Computer science; Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008792042,0.0001766935,0.0002607023,0.0008518437,0.00003315284,0.00005181078,0.0001656263,0.00008222922,0.000007910725],"category_scores_gemma":[0.0001498669,0.0001730562,0.00006863632,0.0004987282,0.00002258048,0.0001068681,0.00000877106,0.0005564964,6.751087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000465721,"about_ca_system_score_gemma":0.0001052443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003802324,"about_ca_topic_score_gemma":0.0006702948,"domain_scores_codex":[0.9991751,0.00002311769,0.0002981361,0.0001315361,0.00008726892,0.0002848648],"domain_scores_gemma":[0.9991294,0.0004140229,0.00003615721,0.0001017259,0.00006481037,0.0002538959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004320099,0.0001805235,0.06981637,0.0001818415,0.0002877037,0.001438618,0.001052352,0.8253191,0.001662379,0.006759396,0.01386453,0.07939395],"study_design_scores_gemma":[0.0004028426,0.0002087289,0.05019283,0.0006734469,0.00001819208,0.00003561167,0.000005943896,0.9401862,0.00407195,0.0002596118,0.003657706,0.0002869277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7850066,0.000706937,0.2117211,0.0007562038,0.0006493242,0.000254975,0.00001877562,0.0001276521,0.0007584767],"genre_scores_gemma":[0.9970667,0.00003615978,0.002597954,0.0002083389,0.00004937821,0.00001819077,0.000001144514,0.00001710237,0.00000502669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2120601,"threshold_uncertainty_score":0.7057027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005233154961767833,"score_gpt":0.2215679576542147,"score_spread":0.2163348026924468,"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."}}