{"id":"W2166454685","doi":"10.1109/itec.2014.6861766","title":"Comprehensive review of PV/EV/grid integration power electronic converter topologies for DC charging applications","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Converters; Electrical engineering; Grid; Photovoltaic system; Network topology; Electric vehicle; Computer science; Power (physics); Automotive engineering; Engineering; Voltage; Computer network; 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":[0.00009605271,0.0001122038,0.000217988,0.00007727629,0.00003303998,0.000007026445,0.0002301028,0.00006092118,0.0001343223],"category_scores_gemma":[0.00009117042,0.00009416493,0.00005507774,0.0001409836,0.00007193708,0.00009240483,0.00003487178,0.0001581516,0.00003113343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007680054,"about_ca_system_score_gemma":0.00001121946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001789081,"about_ca_topic_score_gemma":0.000001734746,"domain_scores_codex":[0.9992546,0.00001376514,0.0002181791,0.0001469252,0.00009045269,0.0002761215],"domain_scores_gemma":[0.9992713,0.0001944014,0.0000353823,0.0003344899,0.000146659,0.0000177285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002383305,0.00006377586,0.0001094621,0.01143086,0.0001746103,3.0867e-7,0.00008739321,0.0009045452,0.1902613,0.1485965,0.03260422,0.6157432],"study_design_scores_gemma":[0.0005725964,0.0002878803,0.0001946903,0.0008191973,0.00002489134,0.000006822533,0.0004011928,0.02920977,0.2744288,0.01179515,0.6818209,0.0004380843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001057069,0.006756195,0.9876251,0.0009294085,0.0000645529,0.0009255594,0.0000102698,0.0005296943,0.00210218],"genre_scores_gemma":[0.9624565,0.02080911,0.01432903,0.0007038894,0.00005817277,0.001293611,0.00007669126,0.00004751943,0.0002255133],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.973296,"threshold_uncertainty_score":0.3839934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566305735764182,"score_gpt":0.2928100933635749,"score_spread":0.277147036005933,"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."}}