{"id":"W2515847226","doi":"10.1109/plasma.2016.7534145","title":"Pulse power systems for plasma experiments at general fusion","year":2016,"lang":"en","type":"article","venue":"","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Fusion (Canada)","funders":"","keywords":"Inductor; Pulsed power; Plasma; Capacitor; Toroid; Power (physics); Fusion power; Electrical engineering; Diode; Pulse (music); Computer science; Physics; Engineering; Electronic 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":[0.0009658429,0.0006534677,0.0004156178,0.00105839,0.0009565194,0.0007659887,0.001164209,0.000977729,0.1718026],"category_scores_gemma":[0.0006737097,0.000318062,0.0003050565,0.001330913,0.0003573731,0.001168035,0.001487405,0.001239866,0.047876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000946029,"about_ca_system_score_gemma":0.0006133672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004111992,"about_ca_topic_score_gemma":0.0008665023,"domain_scores_codex":[0.9994912,0.00006587609,0.00002328006,0.0000828936,0.0002876414,0.00004908557],"domain_scores_gemma":[0.9994676,0.0000767001,0.00003425697,0.00009687751,0.0002252244,0.0000993812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007119418,0.0001159194,0.0008174987,0.001806164,0.00004226009,0.0003685608,0.0002811862,0.001337959,0.1528771,0.03058229,0.255853,0.5552062],"study_design_scores_gemma":[0.00007081081,0.0004843321,0.001365897,0.00006012123,0.00002070662,0.0004367042,0.00003539827,0.0007219868,0.02484527,0.002552134,0.9693814,0.00002528748],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04422015,0.02810859,0.2076035,0.007418363,0.008184626,0.002026221,0.01034791,0.01604932,0.6760414],"genre_scores_gemma":[0.2467657,0.02005167,0.09292291,0.001681038,0.003092652,0.001381886,0.01217499,0.002466777,0.6194624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1718026,"threshold_uncertainty_score":0.574737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602194088688868,"score_gpt":0.2372272076019635,"score_spread":0.2212052667150748,"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."}}