{"id":"W4416513057","doi":"10.1109/jestpe.2025.3636072","title":"Multiport Converters: Evolving Architectures, Emerging Challenges, and Innovations","year":2025,"lang":"","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Commercialization; Key (lock); Milestone; Reliability (semiconductor); Converters; Control (management); Emerging technologies; Network topology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001699487,0.0004437759,0.0004282415,0.0009997787,0.0003901175,0.002277478,0.001144466,0.001346285,0.002677705],"category_scores_gemma":[0.002108731,0.0003385126,0.0003669345,0.001203741,0.001411711,0.006181871,0.001052059,0.002430059,0.000663391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009333249,"about_ca_system_score_gemma":0.001124972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003948785,"about_ca_topic_score_gemma":0.0005894604,"domain_scores_codex":[0.9992531,0.0001320392,0.00005047001,0.000131878,0.0003643165,0.00006822479],"domain_scores_gemma":[0.9988874,0.0005405307,0.00008020621,0.0001078388,0.0003082687,0.0000757868],"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":[0.00005596286,0.00008816444,0.0009156725,0.002125365,0.00002914729,0.0002474105,0.0004208769,0.01042899,0.008705765,0.4029485,0.008222208,0.565812],"study_design_scores_gemma":[0.00002053462,0.0002871403,0.001050142,0.001368141,0.00004968751,0.001418901,0.001168469,0.03157167,0.009375135,0.3276741,0.6259426,0.0000733815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04344882,0.6558344,0.1941684,0.02967335,0.001973708,0.00009542405,0.0002065124,0.0005725839,0.07402682],"genre_scores_gemma":[0.2811228,0.6113026,0.08743879,0.003195728,0.002471689,0.0001489125,0.0003013773,0.0001418003,0.01387637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002677705,"threshold_uncertainty_score":0.008987904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008791497290891957,"score_gpt":0.2516442929089615,"score_spread":0.2428527956180696,"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."}}