{"id":"W3095287274","doi":"10.1109/ecce44975.2020.9235830","title":"Induction Machine Emulation under Asymmetric Grid Faults","year":2020,"lang":"en","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Emulation; Computer science; MATLAB; Grid; Inverter; Process (computing); Controller (irrigation); Induction motor; Fault (geology); Torque; Embedded system; Control engineering; Voltage; Engineering; Electrical engineering; Operating system","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":[0.000046232,0.00008826331,0.0001079031,0.0000809168,0.00002746576,0.00002880091,0.00004512947,0.00005796684,0.0002032375],"category_scores_gemma":[0.0000169408,0.00007962009,0.00003825283,0.0003934387,0.000003380307,0.0001831634,0.000006568459,0.00007830741,0.0003461524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003325758,"about_ca_system_score_gemma":0.000003803688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004059062,"about_ca_topic_score_gemma":0.000005884456,"domain_scores_codex":[0.9994559,0.00001751359,0.0001837516,0.0001081042,0.0001333873,0.0001013171],"domain_scores_gemma":[0.9997712,0.0000213217,0.00002001115,0.00008220246,0.0000250247,0.0000802706],"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":[0.000008590378,0.000006220023,0.00062553,0.00002148549,0.00003142403,6.141126e-7,0.00008960612,0.9740771,0.00360259,0.0008848239,0.002118992,0.01853305],"study_design_scores_gemma":[0.0004833887,0.00002186321,0.01362565,0.00000270344,0.00000714584,0.000001438339,0.00004445332,0.9793101,0.0003622187,0.00004899284,0.005982237,0.0001098263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1871183,0.0005751374,0.5968564,0.002637614,0.003049591,0.0007922736,0.00001312645,0.003032359,0.2059252],"genre_scores_gemma":[0.9989448,0.000006135481,0.000120042,0.0002094217,0.0003805679,0.000004593087,0.00002913949,0.00001823916,0.0002870148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8118265,"threshold_uncertainty_score":0.4449205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744431567082371,"score_gpt":0.2119213633943221,"score_spread":0.1944770477234984,"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."}}