{"id":"W4386630787","doi":"10.1109/peds57185.2023.10246755","title":"Recent Advancements in Solid State Transformer-based EV Fast Charging Stations","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Transformer; Electrical engineering; Grid; Renewable energy; Voltage; Energy storage; Computer science; Supercapacitor; Engineering; Electrode; 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":[0.00007049171,0.000133944,0.000127574,0.0002414151,0.00003479836,0.00001315257,0.0000818366,0.00002118722,0.0002620868],"category_scores_gemma":[0.00000952859,0.0001460488,0.00002618627,0.0005910692,0.00001249608,0.0002340966,0.000003927099,0.0001075595,0.0002654639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564188,"about_ca_system_score_gemma":0.00002160582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006961758,"about_ca_topic_score_gemma":0.0002107597,"domain_scores_codex":[0.9990544,0.000008997657,0.000241155,0.0001570634,0.0001461719,0.0003922013],"domain_scores_gemma":[0.999723,0.00003934551,0.00001291166,0.0001352633,0.00002200733,0.00006750722],"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":[0.000008905169,0.00001541869,0.0004026194,0.00004365174,0.00001385354,0.0000108824,0.0005993896,0.2824304,0.01127924,0.00003193321,0.0001746459,0.704989],"study_design_scores_gemma":[0.00114529,0.00002322146,0.001912514,0.00005033573,0.000004082382,3.210952e-7,0.0004640997,0.9650338,0.01266713,0.000246554,0.01817987,0.0002727447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06080035,0.00006513231,0.9348355,0.0004182645,0.0004060847,0.00038181,0.00005236301,0.0009982191,0.00204226],"genre_scores_gemma":[0.9947891,0.001237873,0.002741478,0.0001742371,0.00001437563,0.0001277978,0.0001207706,0.00006769147,0.0007266951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9339887,"threshold_uncertainty_score":0.5955697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573471790153406,"score_gpt":0.2682628187496933,"score_spread":0.2525281008481592,"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."}}