{"id":"W4403126892","doi":"10.1109/pesgm51994.2024.10688518","title":"High Efficiency Modeling of Multi-Layer Cascaded Dual-Active-Bridge (DAB) Units on Real-time Simulator","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":"University of Manitoba; RTDS Technologies (Canada)","funders":"","keywords":"Computer science; Bridge (graph theory); Dual (grammatical number); Layer (electronics); Simulation; Dual layer; Embedded system; Materials science","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":[0.0001849101,0.0002686811,0.0003829598,0.0002458252,0.00004916553,0.00006975276,0.0001159355,0.0001469357,0.0002902254],"category_scores_gemma":[0.00003796005,0.0002293206,0.000108545,0.0005037237,0.00001723553,0.0001967937,0.00002130962,0.0001748606,0.0004853121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012913,"about_ca_system_score_gemma":0.00004333434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000459743,"about_ca_topic_score_gemma":0.000007308936,"domain_scores_codex":[0.998506,0.00004840245,0.0005125785,0.0003055217,0.0003102862,0.0003171896],"domain_scores_gemma":[0.9992138,0.0001870983,0.00003309926,0.000320987,0.000123393,0.0001216025],"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":[0.0000221539,0.00003027804,0.000003206724,0.00008812206,0.0000816571,0.00001191772,0.0003127269,0.9532125,0.04315142,0.001388988,0.0001750726,0.001521969],"study_design_scores_gemma":[0.0007270054,0.00004889917,0.0001652847,0.0001211786,0.000026158,0.000003326322,0.00004894241,0.99318,0.005155316,0.00001780162,0.0002535449,0.0002525139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937923,0.0002033466,0.03789241,0.00004099698,0.0007221116,0.0005398092,0.00005046305,0.001403064,0.02122486],"genre_scores_gemma":[0.9975359,0.00002202749,0.0001461822,0.00001543778,0.0001392381,0.00001447995,0.000020503,0.00007856021,0.002027659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05961297,"threshold_uncertainty_score":0.9351424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465051692132386,"score_gpt":0.2624239752441585,"score_spread":0.2277734583228346,"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."}}