{"id":"W4407316378","doi":"10.1109/ecce55643.2024.10861021","title":"Transformer Application for Power Hardware-In-The-Loop Emulation","year":2024,"lang":"en","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Emulation; Computer science; Hardware emulation; Embedded system; Transformer; Computer hardware; Electrical engineering; Field-programmable gate array; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001582122,0.00006718064,0.00006962357,0.00005982165,0.00001935586,0.0000691021,0.00005387821,0.00004343382,0.00006884499],"category_scores_gemma":[0.00000263621,0.00004857891,0.00005560958,0.0001336111,0.000003323435,0.0001432789,5.385248e-7,0.00004177769,0.0001102427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000025497,"about_ca_system_score_gemma":0.000005549268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001152885,"about_ca_topic_score_gemma":0.00002150822,"domain_scores_codex":[0.9995466,0.000008024675,0.0001656088,0.00009321908,0.00008454294,0.0001020415],"domain_scores_gemma":[0.9997991,0.00006844555,0.000004670439,0.00009820675,0.00001433847,0.00001521206],"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":[0.00004774155,0.00005513932,0.0003613587,0.0006767712,0.000137394,0.000002996207,0.004601929,0.4881172,0.05068718,0.1678066,0.01344231,0.2740634],"study_design_scores_gemma":[0.0002185975,0.000009564199,0.0006207501,0.00001160713,0.000006931686,0.000001367268,0.00008309152,0.8682931,0.0003148082,0.0004764508,0.1298898,0.00007394476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0135413,0.0003671021,0.8970559,0.0004955221,0.0003074948,0.00112815,0.000005954527,0.0004422715,0.08665627],"genre_scores_gemma":[0.9986446,0.000004419249,0.0000719009,0.00005310093,0.00006940615,0.0002209456,0.00002126104,0.00001664443,0.0008976823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9851033,"threshold_uncertainty_score":0.1980991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007588295385179891,"score_gpt":0.2419337267341827,"score_spread":0.2343454313490028,"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."}}