{"id":"W2801377029","doi":"10.1109/iscas.2018.8351182","title":"A Comparative Study of Two Passive Regenerative Snubbers for Flyback Converters","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Snubber; Converters; Flyback transformer; Computer science; Electronic engineering; Engineering; Electrical engineering; Capacitor; Voltage; Transformer","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":[0.0004197936,0.0005758025,0.0007697535,0.0006602316,0.0004838419,0.000836606,0.0008728306,0.0006828061,0.00359618],"category_scores_gemma":[0.0008001549,0.0001704788,0.0003958443,0.000447211,0.0003101675,0.001345584,0.0001909668,0.000260175,0.0007002835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584594,"about_ca_system_score_gemma":0.0002549957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005714676,"about_ca_topic_score_gemma":0.0007606028,"domain_scores_codex":[0.9995542,0.00006981713,0.00002424632,0.00007073482,0.0002407702,0.00004016187],"domain_scores_gemma":[0.9995746,0.000136309,0.00002587698,0.00005088421,0.0001923517,0.00001996538],"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":[0.003328314,0.0004109333,0.002742275,0.001756816,0.000121613,0.0006828576,0.0005942705,0.01265476,0.7100133,0.008626468,0.001218832,0.2578495],"study_design_scores_gemma":[0.0002027487,0.005339463,0.01285449,0.0001623229,0.0002842996,0.001709141,0.0003588349,0.08613751,0.8651528,0.002778429,0.02494245,0.00007745082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7924534,0.003336377,0.1677074,0.0002111051,0.0002059254,0.0002798212,0.0002206452,0.001172713,0.03441263],"genre_scores_gemma":[0.9746106,0.0007145096,0.01463062,0.00005233936,0.00003548368,0.0000468929,0.0001335551,0.00007678368,0.009699321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00359618,"threshold_uncertainty_score":0.01203042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945022042030253,"score_gpt":0.3052152888363624,"score_spread":0.2757650684160599,"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."}}