{"id":"W3199285557","doi":"10.1109/tps.2021.3109170","title":"A New Hybrid Pulsed Power Circuit Topology for Gas Laser Applications","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Plasma Science","topic":"Laser Design and Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thyratron; Pulsed power; Transformer; Electronic circuit; Electrical engineering; Computer science; Topology (electrical circuits); Pulse generator; Electronic engineering; Voltage; 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":[0.00004977749,0.000179416,0.0001381122,0.0002798329,0.0001890165,0.0005603162,0.0007047783,0.0003688786,0.005593101],"category_scores_gemma":[0.0001013412,0.0001126152,0.0001516486,0.0003287018,0.0001286051,0.0009486402,0.0002341017,0.0002719427,0.0008400569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380376,"about_ca_system_score_gemma":0.0001082511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000142997,"about_ca_topic_score_gemma":0.0002675884,"domain_scores_codex":[0.9999151,0.000008131666,0.000003799006,0.00001587379,0.00004816849,0.000008835885],"domain_scores_gemma":[0.9999279,0.00001293917,0.00001116502,0.000009207465,0.00002991729,0.000008837927],"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":[0.0002031048,0.00007910498,0.0003999493,0.0004406651,0.00006670384,0.0005374154,0.0001391163,0.009782928,0.633871,0.05592019,0.01185042,0.2867094],"study_design_scores_gemma":[0.0001734025,0.002252989,0.002742917,0.0001063945,0.0001434724,0.008272465,0.000153222,0.2869999,0.3895981,0.03125412,0.2782034,0.00009959395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1868685,0.002322661,0.7114478,0.001126431,0.0005062962,0.0001565645,0.0005484725,0.003048895,0.09397437],"genre_scores_gemma":[0.8595441,0.0007449769,0.1176561,0.0003612198,0.0002017444,0.0001252462,0.0002931204,0.0001268862,0.02094669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005593101,"threshold_uncertainty_score":0.01871073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559490064665466,"score_gpt":0.2330628005289771,"score_spread":0.2174678998823224,"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."}}