{"id":"W7065785046","doi":"","title":"Enhanced Control and Reproducibility of Non-Neutral Plasmas","year":2018,"lang":"en","type":"article","venue":"e-Publications@Marquette (Marquette University)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF; York University; University of British Columbia; University of Calgary; University of Victoria; Simon Fraser University","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Israel Science Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Engineering and Physical Sciences Research Council; Leverhulme Trust; TRIUMF; U.S. Department of Energy; National Science Foundation","keywords":"Antihydrogen; Plasma; Positron; Reproducibility; Alpha particle; Electron; Yield (engineering)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001462267,0.0005575566,0.0003504425,0.0003668664,0.0004075654,0.000848717,0.0009568097,0.0003596965,0.001672913],"category_scores_gemma":[0.003352089,0.000336546,0.0001937905,0.000346444,0.0009659624,0.0008487664,0.00141848,0.0005976335,0.0005332205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005950233,"about_ca_system_score_gemma":0.000339999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003022089,"about_ca_topic_score_gemma":0.0003632989,"domain_scores_codex":[0.9983778,0.000265516,0.00008262566,0.0005462598,0.000589428,0.0001383566],"domain_scores_gemma":[0.9974403,0.0009322838,0.0004278629,0.000619387,0.0004977151,0.00008248733],"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":[0.0001609771,0.00002664414,0.0005739941,0.00006045929,0.00001186952,0.00005882121,0.0001879771,0.0006005153,0.9886634,0.001596674,0.000168086,0.007890568],"study_design_scores_gemma":[0.00001525687,0.00008648026,0.00115252,0.000004716866,0.000007130444,0.00008518587,0.00002121308,0.003694638,0.9925949,0.0003379611,0.001983292,0.00001670304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8366637,0.001620154,0.1504593,0.0004109324,0.0002309772,0.0001192401,0.0004390049,0.001407368,0.008649406],"genre_scores_gemma":[0.9749244,0.0003246795,0.02129662,0.00007765387,0.00006541837,0.0001370068,0.0002026757,0.0003174488,0.002654123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001672913,"threshold_uncertainty_score":0.007733285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006565276850194965,"score_gpt":0.2100396287782423,"score_spread":0.2034743519280474,"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."}}