{"id":"W4394862891","doi":"10.1109/tpel.2024.3389588","title":"Optimized Design and Fast-Dynamic Control for ISOP-Connected Hybrid <i>CLLC</i>-DAB System With Partial Power Processing Property","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Property (philosophy); Power (physics); Electric power system; Control (management); Computer science; Embedded system; Control engineering; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006970663,0.0003882911,0.000529537,0.0001416288,0.0003951682,0.0005246145,0.0002028266,0.0001116031,0.0001921833],"category_scores_gemma":[0.000005916005,0.0002508004,0.0001205509,0.0002305302,0.0001097045,0.0003698916,0.00000176223,0.000214665,0.00004048542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399762,"about_ca_system_score_gemma":0.0004677987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000175667,"about_ca_topic_score_gemma":0.00001174916,"domain_scores_codex":[0.9975579,0.0001693866,0.0004559478,0.0007654822,0.0003218803,0.000729404],"domain_scores_gemma":[0.9991145,0.000144397,0.0001149882,0.0003303273,0.0001548484,0.0001409984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00466046,0.0003215962,1.477622e-7,0.000671588,0.0003300055,0.00005559106,0.0006950742,0.05077609,0.9361844,0.0002712495,0.0002175483,0.005816263],"study_design_scores_gemma":[0.003764872,0.002225276,9.861936e-7,0.0004149591,0.0007282152,0.0003685772,0.0002142181,0.3603286,0.6293218,0.000070999,0.001769211,0.0007922758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07934564,0.001173913,0.9165862,0.0002273445,0.0005597215,0.001373468,0.0001654867,0.0005225414,0.00004567056],"genre_scores_gemma":[0.9929062,0.00005574003,0.005713438,0.0001007518,0.00002061094,0.0006542061,0.00001027854,0.00009825818,0.0004404781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9135606,"threshold_uncertainty_score":0.9999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00641817369844865,"score_gpt":0.2147423142344994,"score_spread":0.2083241405360507,"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."}}