{"id":"W2104620167","doi":"10.1109/apec.2015.7104525","title":"A topological evaluation of isolated DC/DC converters for Auxiliary Power Modules in Electrified Vehicle applications","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Converters; Network topology; Topology (electrical circuits); Power (physics); Computer science; Electronic engineering; Electrical engineering; Engineering; 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":[0.0003064973,0.0001056167,0.0001658144,0.00009518598,0.00001361078,0.000005614114,0.0001098481,0.00009308575,0.00004830516],"category_scores_gemma":[0.00006654686,0.0001025997,0.00003934769,0.0002141977,0.00003311147,0.0001229485,0.00001163566,0.00008014801,0.00001626658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659808,"about_ca_system_score_gemma":0.00003793917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170568,"about_ca_topic_score_gemma":0.00002177418,"domain_scores_codex":[0.9991857,0.00003010488,0.0002508353,0.0001636032,0.0001754577,0.0001942318],"domain_scores_gemma":[0.9994736,0.00007423853,0.00002928774,0.0001969538,0.000160531,0.0000653518],"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":[0.0004717537,0.0004115691,0.003918712,0.0001280147,0.0002118852,0.00000215105,0.001831624,0.06795083,0.2328876,0.01543752,0.003070805,0.6736775],"study_design_scores_gemma":[0.001424912,0.00007716633,0.0009465358,0.000005197089,0.00001870852,0.000001095172,0.000211071,0.9846471,0.007148224,0.004942552,0.0004473689,0.0001300508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2176022,0.0001495704,0.7795537,0.000108785,0.00008515234,0.0009356081,0.000007528773,0.0001749557,0.00138254],"genre_scores_gemma":[0.9968481,0.000006074771,0.002646759,0.00005909807,0.00001308651,0.0003386385,0.00001953264,0.00001724854,0.00005146955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9166963,"threshold_uncertainty_score":0.4183893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728652773261842,"score_gpt":0.2882974819051539,"score_spread":0.2510109541725354,"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."}}