{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002968698,0.0002175884,0.0001632309,0.000482269,0.0007149685,0.00004902243,0.0004209665,0.0001654807,0.00003541443],"category_scores_gemma":[0.000007220094,0.000236867,0.00005526428,0.001024337,0.0004786442,0.0003694592,0.000002785035,0.0002956907,0.0001077249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754907,"about_ca_system_score_gemma":0.00006199172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000272001,"about_ca_topic_score_gemma":0.00003235226,"domain_scores_codex":[0.9984783,0.000004665912,0.0002564495,0.0004999802,0.0002233297,0.0005373089],"domain_scores_gemma":[0.9990155,0.0001552423,0.00004153679,0.0004711234,0.00009565593,0.0002209325],"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":[0.00006053402,0.0002331638,0.00001841057,0.00005150468,0.00006679214,0.000001188487,0.0003599933,0.01261238,0.8556786,0.01108692,0.000482512,0.119348],"study_design_scores_gemma":[0.0004526537,0.0000467224,0.0001961822,0.000008139952,0.00002585265,0.00002314947,0.00007042025,0.1090264,0.8806924,0.0003032755,0.00886263,0.000292086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3159679,0.00001494337,0.6813468,0.0001287072,0.0003157196,0.0007740274,0.0002633075,0.0004835413,0.0007049969],"genre_scores_gemma":[0.98641,0.00003434903,0.01211821,0.00004897478,0.00004311694,0.001097749,0.00000463769,0.00003642659,0.0002065808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.670442,"threshold_uncertainty_score":0.9659156,"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."}}