{"id":"W7117884246","doi":"10.1109/mpel.2025.3620520","title":"In Memory of Prof. Zhengming Zhao [In Memoriam]","year":2025,"lang":"","type":"article","venue":"IEEE Power Electronics Magazine","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of New Brunswick","funders":"","keywords":"General interest; Information system","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":[0.002981611,0.001326821,0.001581778,0.0008546085,0.002373524,0.004514805,0.002007144,0.005817687,0.03073958],"category_scores_gemma":[0.02085443,0.000392039,0.001014971,0.0008380824,0.001653753,0.003564124,0.001657511,0.01488038,0.04025075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897394,"about_ca_system_score_gemma":0.00360672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179446,"about_ca_topic_score_gemma":0.005495309,"domain_scores_codex":[0.9981509,0.0001891686,0.0001470122,0.0003588861,0.0009483819,0.0002056029],"domain_scores_gemma":[0.9893544,0.001464149,0.000767343,0.0002637744,0.006312561,0.001837898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002761372,0.000007204211,0.00005564873,0.00004469621,0.000004562249,0.0001205509,0.00002502376,0.00001202206,0.00007971609,0.0002363368,0.9930438,0.0063429],"study_design_scores_gemma":[0.0000111313,0.00003191505,0.0003097834,0.0000780116,0.00001058048,0.0004052729,0.0001007593,0.00006309112,0.0002476762,0.000533246,0.9981911,0.00001744526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002512278,0.007011076,0.0005153399,0.2831832,0.701799,0.00004419441,0.0003134982,0.0001652294,0.006717237],"genre_scores_gemma":[0.00528486,0.0138474,0.001037933,0.2711042,0.5267894,0.0001741782,0.0004793672,0.0002011266,0.1810815],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03073958,"threshold_uncertainty_score":0.1028341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004821485429417328,"score_gpt":0.2628272907116848,"score_spread":0.2580058052822674,"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."}}