{"id":"W3043313731","doi":"10.1109/jestpe.2020.3010132","title":"A Repetitive High-Current Pulse Generator Circuit Based on Multistage Pulse Transformers","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Power Electronics","topic":"Electromagnetic Launch and Propulsion Technology","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Science Foundation of Shandong Province","keywords":"Pulse generator; Transformer; Electrical engineering; Electronic engineering; Computer science; Pulsed power; Electronic circuit; Engineering; Voltage","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":[0.00009426852,0.0002251442,0.0001982193,0.0003009943,0.000142664,0.0002645696,0.0009195226,0.0002857966,0.002894765],"category_scores_gemma":[0.0001801778,0.0001364427,0.0001544447,0.0003037638,0.0001724623,0.0006166811,0.0001991691,0.0003288021,0.000374053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913289,"about_ca_system_score_gemma":0.0002168759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001438489,"about_ca_topic_score_gemma":0.0002036523,"domain_scores_codex":[0.999911,0.000008404476,0.000006337531,0.00002050853,0.00004114496,0.0000126819],"domain_scores_gemma":[0.9999152,0.00002348181,0.00002080272,0.00001313715,0.00001890406,0.000008350982],"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":[0.000238176,0.0000640211,0.0005158618,0.0003348524,0.0000242102,0.0004050963,0.00009339504,0.002410239,0.8361179,0.009047765,0.0008967005,0.1498517],"study_design_scores_gemma":[0.0001533911,0.001576548,0.002372202,0.00003106534,0.00006387923,0.004965581,0.000033043,0.07799491,0.8910771,0.002313258,0.01937699,0.00004207981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2151067,0.001105737,0.7671618,0.0002477919,0.0002330482,0.0003476654,0.0001892084,0.003534011,0.01207399],"genre_scores_gemma":[0.9162728,0.0002888355,0.0791096,0.00008457714,0.00005137177,0.00006010691,0.00007835801,0.00003777456,0.004016562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002894765,"threshold_uncertainty_score":0.009683907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007868298399694782,"score_gpt":0.2156701719820114,"score_spread":0.2078018735823166,"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."}}