{"id":"W4299608326","doi":"10.1109/tec.2022.3196850","title":"Induction Machine Emulation For Open Circuit and Short Circuit Grid Faults","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Emulation; Robustness (evolution); Fault (geology); Computer science; Engineering; Stuck-at fault; Grid; Fault detection and isolation; Electronic engineering; Control engineering; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000247104,0.0003809093,0.0003020091,0.0003015881,0.0001231055,0.0002827346,0.0005214178,0.0003566405,0.001522177],"category_scores_gemma":[0.0008047781,0.00008343969,0.0002628686,0.0001877081,0.0001974407,0.0006500924,0.0003254514,0.0004495016,0.0004907112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287048,"about_ca_system_score_gemma":0.0001926484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003752676,"about_ca_topic_score_gemma":0.0002783251,"domain_scores_codex":[0.9998323,0.00004252477,0.0000101982,0.00001728507,0.00008042908,0.00001712721],"domain_scores_gemma":[0.9997844,0.00008067056,0.00003496777,0.00005582688,0.00003763545,0.000006470441],"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":[0.0005034769,0.0001479955,0.00361461,0.0002577757,0.00003793974,0.0004539148,0.0002050179,0.6092005,0.1967822,0.02178246,0.001772117,0.165242],"study_design_scores_gemma":[0.00002501698,0.0003168533,0.001443355,0.0000165846,0.00001301164,0.0002194116,0.00003288768,0.8788923,0.1103242,0.003231445,0.005470826,0.00001399747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1128361,0.0001881627,0.8795198,0.00008820648,0.0000438461,0.00006824647,0.0001407096,0.001508823,0.005606087],"genre_scores_gemma":[0.9502123,0.0001362191,0.04595095,0.00003120974,0.00001039988,0.00005942862,0.000224908,0.0001287362,0.003245838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001522177,"threshold_uncertainty_score":0.005092204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232026950151196,"score_gpt":0.2276863995967062,"score_spread":0.2044837045815866,"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."}}