{"id":"W2071825378","doi":"10.1109/ias.2013.6682494","title":"Embedded digital protection for IPMSM drives","year":2013,"lang":"en","type":"article","venue":"","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of New Brunswick","funders":"","keywords":"Transient (computer programming); Computer science; Synchronous motor; Fault (geology); Torque; Digital control; Frequency band; Electronic engineering; Control theory (sociology); Engineering; Electrical engineering; Bandwidth (computing); Control (management); Physics; Artificial intelligence; Telecommunications","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":[0.00002033537,0.00008337999,0.00007205795,0.00004585817,0.00001974961,0.00008831634,0.00006469022,0.00004614129,0.0001883385],"category_scores_gemma":[0.00003585008,0.00007239336,0.00003974576,0.00004660622,0.000007524531,0.0003456046,0.00001125606,0.0000486683,0.0001156323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001975502,"about_ca_system_score_gemma":0.000001855344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001852905,"about_ca_topic_score_gemma":0.000003672823,"domain_scores_codex":[0.9996414,0.000001973419,0.00009733679,0.00008497068,0.00004726199,0.0001270419],"domain_scores_gemma":[0.9997952,0.00002300042,0.000008379425,0.0001124124,0.0000280379,0.00003299935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005682225,0.0001363406,0.001465915,0.000318241,0.00009719682,7.099243e-7,0.0003773939,0.001017514,0.07985866,0.004195834,0.3993612,0.5131654],"study_design_scores_gemma":[0.000581976,0.0002428475,0.005203973,0.00004851973,0.00001231974,0.000007239492,0.0000902856,0.4106888,0.4737447,0.01971663,0.08893622,0.0007265419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3251976,0.00003423196,0.5918054,0.0003661565,0.0002130811,0.003031254,0.00001338057,0.00590578,0.07343308],"genre_scores_gemma":[0.9883298,0.000003471957,0.009404041,0.0000334891,0.00006259989,0.001502258,0.000007651821,0.00002663089,0.0006300471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6631322,"threshold_uncertainty_score":0.2952116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007515782651645308,"score_gpt":0.2317185454527391,"score_spread":0.2242027628010938,"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."}}