{"id":"W2966150139","doi":"10.1109/tpel.2019.2931739","title":"An Overview and Comprehensive Comparative Evaluation of Current-Fed-Isolated-Bidirectional DC/DC Converter","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Network topology; Converters; Renewable energy; Photovoltaic system; Electronic engineering; Dual (grammatical number); Electrical engineering; Topology (electrical circuits); Voltage; Power (physics); Modulation (music); Engineering; Computer science; Physics","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"],"consensus_categories":[],"category_scores_codex":[0.0001137626,0.0002459973,0.0003216013,0.0001577538,0.00006146063,0.00001792483,0.0001026054,0.00009208441,0.0003748144],"category_scores_gemma":[8.361744e-7,0.000270795,0.00008462933,0.00022801,0.00005197819,0.0003556532,9.17214e-7,0.0004130173,0.00006859483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816645,"about_ca_system_score_gemma":0.00009747771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004680626,"about_ca_topic_score_gemma":0.00003759774,"domain_scores_codex":[0.9986571,0.00009762391,0.0002828814,0.0002913233,0.0003768051,0.0002942844],"domain_scores_gemma":[0.9992287,0.00008255295,0.00006132243,0.0002902292,0.0002541783,0.0000830296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006759588,0.0009052148,0.0001931326,0.0004417496,0.001367435,0.000001524542,0.004884332,0.3086542,0.1758652,0.001457796,0.0003820241,0.5051714],"study_design_scores_gemma":[0.001475652,0.0005659277,0.0003762493,0.00007527471,0.0001567478,0.00001543365,0.0001431313,0.9735133,0.0199871,0.000313735,0.003012967,0.0003644921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4127412,0.006158299,0.5790236,0.00001413436,0.001123395,0.0005658978,0.00004388727,0.0001751178,0.0001544866],"genre_scores_gemma":[0.9987005,0.001044079,0.00009970061,0.00003707766,0.000009551495,0.0000360555,0.00001422319,0.00003547824,0.00002333038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6648591,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04145493673008116,"score_gpt":0.3206317436732953,"score_spread":0.2791768069432142,"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."}}