{"id":"W2969562919","doi":"10.1109/access.2019.2937239","title":"Topologies and Control Schemes of Bidirectional DC–DC Power Converters: An Overview","year":2019,"lang":"en","type":"article","venue":"IEEE Access","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":404,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Swinburne University of Technology","keywords":"Converters; Network topology; Computer science; Context (archaeology); Power (physics); Topology (electrical circuits); Electronic engineering; Control theory (sociology); Electrical engineering; Engineering; Control (management); Voltage; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005278937,0.0001316894,0.0002367122,0.00006931499,0.00001785962,0.00003417981,0.0001993508,0.00006433616,0.0002037259],"category_scores_gemma":[0.00001154836,0.0001259259,0.00003734968,0.00008922775,0.00006221748,0.0007481267,0.00002711989,0.00008703971,0.00002315433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000259477,"about_ca_system_score_gemma":0.00001104969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002445254,"about_ca_topic_score_gemma":0.000008968416,"domain_scores_codex":[0.999369,0.00001603034,0.0001653634,0.0001696534,0.000113309,0.0001666179],"domain_scores_gemma":[0.9995665,0.00008077254,0.00003938547,0.0002219106,0.0000426829,0.00004873953],"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":[0.0002814641,0.0002061237,0.2806686,0.001497149,0.001029031,0.00002890527,0.001226893,0.0043312,0.3470279,0.005213527,0.002317704,0.3561715],"study_design_scores_gemma":[0.01321266,0.0008710549,0.224414,0.0006715504,0.0002511515,0.0001031474,0.001400345,0.365041,0.3323717,0.006861275,0.05162963,0.003172419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659368,0.002536749,0.02922213,0.00006266189,0.001338051,0.0002161043,0.00002205703,0.0002401648,0.0004252489],"genre_scores_gemma":[0.9991781,0.0003623273,0.0001706758,0.0001698461,0.00003269119,0.00001099887,0.00000242418,0.00002088851,0.00005204574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3607098,"threshold_uncertainty_score":0.5135108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708019026856684,"score_gpt":0.2983040179525774,"score_spread":0.2712238276840105,"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."}}