{"id":"W4407304278","doi":"10.1109/ecce55643.2024.10861510","title":"Single-Phase Single-Stage Isolated Buck-Boost Inverters","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Research Foundation","keywords":"Single stage; Stage (stratigraphy); Buck converter; Single phase; Phase (matter); Computer science; Control theory (sociology); Electrical engineering; Physics; Voltage; Engineering; Artificial intelligence; Geology; Control (management)","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":[0.00008268989,0.0002556306,0.0005398701,0.000290457,0.0002505403,0.0004305315,0.0008698878,0.0003225137,0.006195738],"category_scores_gemma":[0.0001262659,0.0001650179,0.0003650965,0.000373395,0.0001350288,0.000555691,0.0002696856,0.0003763701,0.001661707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002096583,"about_ca_system_score_gemma":0.0002076723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001773696,"about_ca_topic_score_gemma":0.0005126225,"domain_scores_codex":[0.9998881,0.00000607983,0.000006582622,0.00002797986,0.00005187558,0.00001946483],"domain_scores_gemma":[0.9999336,0.00001121438,0.00001001739,0.000008376483,0.00002653952,0.00001023411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004362579,0.0002378592,0.0008765658,0.001297653,0.00008433022,0.0005287563,0.000209597,0.01799489,0.635359,0.01166815,0.002521494,0.3287855],"study_design_scores_gemma":[0.0001796111,0.001733563,0.003799901,0.0001252465,0.0001905557,0.002189601,0.0001383018,0.4069131,0.5260506,0.01329438,0.04532316,0.00006197621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1771625,0.001648173,0.7720116,0.0001546828,0.000260854,0.0002318035,0.0004700376,0.002158066,0.04590229],"genre_scores_gemma":[0.9252644,0.0005624278,0.06170198,0.00009807255,0.00006595711,0.00008993156,0.0003064848,0.00006146636,0.01184919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006195738,"threshold_uncertainty_score":0.02072674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964083286932498,"score_gpt":0.2436715548498524,"score_spread":0.2240307219805274,"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."}}