{"id":"W4280609875","doi":"10.1109/apec43599.2022.9773669","title":"Bidirectional Parallel Low-Voltage Series High-Voltage DAB-based Converter Analysis and Design","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Applied Power Electronics Conference and Exposition (APEC)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ballard Power Systems (Canada); University of British Columbia","funders":"","keywords":"Galvanic isolation; Transformer; Electrical engineering; Electromagnetic coil; Electronic engineering; Voltage; Engineering; Series and parallel circuits","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001939108,0.0003716677,0.0004282072,0.0003545473,0.0004183775,0.0001132284,0.0001823002,0.0001000611,0.00128906],"category_scores_gemma":[0.000002790922,0.0004370028,0.00008977412,0.0006308453,0.0001069803,0.0002489946,0.0000605961,0.0005154628,0.00001623839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246232,"about_ca_system_score_gemma":0.000107131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001742365,"about_ca_topic_score_gemma":0.00003468383,"domain_scores_codex":[0.9981258,0.00005491218,0.0003411309,0.0005589428,0.0003656149,0.0005535923],"domain_scores_gemma":[0.9993039,0.0001004778,0.00008792555,0.0003119748,0.00004704068,0.000148622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001447452,0.0003181079,0.0005705793,0.0001720274,0.002485222,0.00007934609,0.002024936,0.07359013,0.8243705,0.04796857,0.00269095,0.0442822],"study_design_scores_gemma":[0.006033552,0.001415167,0.003057594,0.00003215973,0.001365819,0.00009261465,0.001843164,0.8638538,0.09068123,0.01390952,0.01446525,0.003250164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07272281,0.0005034739,0.9252215,0.0001057471,0.0002451421,0.0004218819,0.00008459183,0.0003319694,0.0003628561],"genre_scores_gemma":[0.9971492,0.0003748118,0.000986307,0.0004198678,0.00003251094,0.0004950931,0.0002764578,0.00005408579,0.0002116451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9244264,"threshold_uncertainty_score":0.9998082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006399448015110079,"score_gpt":0.1887458681388959,"score_spread":0.1823464201237858,"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."}}