{"id":"W2131126730","doi":"10.1109/tps.2007.892739","title":"Active Charge/Discharge IGBT Modulator for Marx Generator and Plasma Applications","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Plasma Science","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Marx generator; Insulated-gate bipolar transistor; Transformer; Plasma; Duty cycle; Pulse generator; Bipolar junction transistor; Materials science; Electrical engineering; Voltage; Pulsed power; Optoelectronics; Transistor; Generator (circuit theory); Power (physics); Physics; Engineering","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":[0.00009177694,0.0002044108,0.0001462751,0.0001305211,0.0001490278,0.0002278421,0.0003974389,0.0002269304,0.001677081],"category_scores_gemma":[0.0001350125,0.00007095448,0.00008284427,0.0001481691,0.0002355743,0.0003683626,0.0001750557,0.0002830736,0.0003870233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219674,"about_ca_system_score_gemma":0.0001788964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124154,"about_ca_topic_score_gemma":0.0002384278,"domain_scores_codex":[0.9999454,0.000005953214,0.000002858857,0.000009291471,0.00002816857,0.000008411309],"domain_scores_gemma":[0.9999516,0.00001402939,0.00001333763,0.000005572002,0.000007967279,0.000007517071],"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":[0.0001158552,0.00001884177,0.0003175955,0.00007021288,0.000003990232,0.00008027675,0.00005515941,0.0002209862,0.976245,0.002132051,0.0002549444,0.02048495],"study_design_scores_gemma":[0.00004100355,0.0003813701,0.001430595,0.00001456591,0.00001937938,0.0009487201,0.0000311588,0.00586134,0.9690804,0.0008921768,0.02128889,0.0000104467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7549003,0.004882523,0.2167682,0.0008637162,0.000221924,0.0001789419,0.00021938,0.001292277,0.02067264],"genre_scores_gemma":[0.9584887,0.0009563077,0.03429633,0.0001152127,0.00006703566,0.00004519176,0.00006974622,0.00004457105,0.005916875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001677081,"threshold_uncertainty_score":0.005610347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008642270966628961,"score_gpt":0.2350294999442681,"score_spread":0.2263872289776392,"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."}}