{"id":"W2037461520","doi":"10.1063/1.4885112","title":"Dynamics of multiple double layers in high pressure glow discharge in a simple torus","year":2014,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health","keywords":"Toroid; Physics; Plasma; Anode; Glow discharge; Torus; Atomic physics; Argon; Magnetic field; Mechanics; Electrode; Geometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006136074,0.0000983715,0.0002097338,0.00004522952,0.000009742557,0.000005683285,0.0001443163,0.00004845176,0.000003330534],"category_scores_gemma":[0.00003425256,0.0001086494,0.00003354642,0.0001971675,0.00002272971,0.00007352854,0.00003095482,0.0001045427,0.000006124293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002360878,"about_ca_system_score_gemma":0.000008981595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004286602,"about_ca_topic_score_gemma":0.001411582,"domain_scores_codex":[0.9994125,0.000007115627,0.0002147784,0.0001086011,0.00009498497,0.0001620031],"domain_scores_gemma":[0.9994592,0.0002424655,0.00004744606,0.0001969643,0.00002188695,0.00003200275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001616098,0.0002153692,0.04244885,0.0001735332,0.00002650913,4.123841e-7,0.0001997197,0.8326585,0.006336801,0.1169003,0.0001730161,0.000850762],"study_design_scores_gemma":[0.0009137251,0.00001649613,0.008583729,0.00004474439,0.00001203841,1.111476e-7,0.00002815373,0.9321656,0.04798071,0.009619785,0.0004970229,0.0001378424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964524,0.00001227715,0.002045385,0.00005488733,0.00005214344,0.0001551218,0.0002443,0.00002691968,0.0009565571],"genre_scores_gemma":[0.9988543,0.00001613541,0.0009655807,0.00000284646,0.00002369807,0.00003614528,0.00007266721,0.00001886391,0.000009789965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1072805,"threshold_uncertainty_score":0.4430592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007366078863073974,"score_gpt":0.2070290798729245,"score_spread":0.1996630010098505,"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."}}