{"id":"W7128769966","doi":"10.1109/spec64875.2025.11376650","title":"Bidirectional Multilevel Solid-State Transformer for Medium-Voltage EV Charging Stations with Vehicle-To-Grid Capability","year":2025,"lang":"","type":"article","venue":"","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Galvanic isolation; Interfacing; Transformer; Photovoltaic system; Grid; Voltage; Charging station; Electric vehicle; Flyback converter","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008258854,0.0002032614,0.0001596852,0.0002223207,0.0002332759,0.0004334406,0.0005128461,0.000255851,0.006467812],"category_scores_gemma":[0.0001228381,0.0001107632,0.0002419898,0.0003084127,0.0001340676,0.0005472385,0.0003893454,0.0004052372,0.002205488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002845757,"about_ca_system_score_gemma":0.00030127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004746934,"about_ca_topic_score_gemma":0.001336802,"domain_scores_codex":[0.9999027,0.00001478585,0.00000606033,0.00001338451,0.00004824467,0.00001473009],"domain_scores_gemma":[0.9999366,0.000006422394,0.000008517586,0.00001128611,0.00002856624,0.000008600418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005585362,0.0001927033,0.002884613,0.0005377019,0.00005071774,0.0004631777,0.0001771468,0.01335022,0.596186,0.03777434,0.007655883,0.340169],"study_design_scores_gemma":[0.0001930393,0.001574895,0.004579216,0.0001226951,0.0001411184,0.002936303,0.0002514128,0.206545,0.6044598,0.01796773,0.1611672,0.00006162269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1671283,0.0004771086,0.7755172,0.0002957097,0.0001450917,0.0001903036,0.0003462548,0.002593615,0.05330643],"genre_scores_gemma":[0.9716985,0.0001579335,0.02270214,0.00004783639,0.00002064379,0.00003110687,0.0001690088,0.00005413393,0.005118821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006467812,"threshold_uncertainty_score":0.02163702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007896508507108602,"score_gpt":0.2488368948689184,"score_spread":0.2409403863618098,"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."}}