{"id":"W4407317120","doi":"10.1109/ecce55643.2024.10861006","title":"A Single-Phase MMC-based Solid-State Transformer Suitable for EV Charging","year":2024,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Solid-state; Transformer; Materials science; Electrical engineering; Computer science; Optoelectronics; Electronic engineering; Engineering physics; Voltage; Engineering","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":[0.0001182464,0.0001411849,0.0001768616,0.0001890402,0.00005967754,0.0001148499,0.00007547736,0.00004523623,0.000232553],"category_scores_gemma":[0.000005910723,0.0001180289,0.0001736125,0.0004244182,0.00000670794,0.00027497,8.715339e-7,0.0001184779,0.00007423642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006797498,"about_ca_system_score_gemma":0.00002654382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102184,"about_ca_topic_score_gemma":0.00003246611,"domain_scores_codex":[0.9991451,0.000003548078,0.0001962382,0.0001524025,0.0000982027,0.0004044979],"domain_scores_gemma":[0.9997227,0.00007638745,0.000005543541,0.00009708792,0.00002427187,0.00007397692],"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":[0.0000405975,0.0001056417,0.00003825341,0.0008328427,0.0003044523,0.00001946935,0.0003254702,0.01440966,0.7825882,0.0005334703,0.003635081,0.1971669],"study_design_scores_gemma":[0.0003628435,0.00009511632,0.000001424683,0.00003687015,0.00005307458,7.04215e-7,0.00001007488,0.6265967,0.3439619,0.00008749206,0.02864546,0.0001483394],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.238614,0.002039341,0.7478141,0.0004775961,0.0002170686,0.0003273235,0.00003782565,0.001331415,0.009141346],"genre_scores_gemma":[0.9969086,0.00005696939,0.0004184546,0.0001722945,0.00008107461,0.00005663846,0.00003039022,0.00004012793,0.002235434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7582946,"threshold_uncertainty_score":0.481308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540058651750793,"score_gpt":0.2725328836899561,"score_spread":0.2571322971724482,"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."}}