{"id":"W2009056008","doi":"10.1002/ctpp.200810010","title":"On the Mechanisms of Generation of Meso‐Scale Convective Structures in Tokamak Edge Plasma","year":2008,"lang":"en","type":"article","venue":"Contributions to Plasma Physics","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of California, San Diego; U.S. Department of Energy","keywords":"Tokamak; Ballooning; Plasma; Curvature; Enhanced Data Rates for GSM Evolution; Physics; Convection; Scale (ratio); Simple (philosophy); Mechanics; Computational physics; Statistical physics; Nuclear physics; Geometry; Computer science; Mathematics; Quantum mechanics","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":[0.0002199922,0.000350752,0.0003229115,0.0002427503,0.0004254101,0.000752209,0.0004818619,0.0005023999,0.001547958],"category_scores_gemma":[0.000433228,0.0001947532,0.0002764664,0.0001222111,0.0006792151,0.0006985901,0.0005489442,0.0003540873,0.0001802893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022041,"about_ca_system_score_gemma":0.0001841565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007143796,"about_ca_topic_score_gemma":0.000223463,"domain_scores_codex":[0.9999646,0.000009974057,0.000001111907,0.000006140597,0.000007442392,0.00001083155],"domain_scores_gemma":[0.9998172,0.0000620714,0.00003750236,0.00001836942,0.0000246758,0.00004014233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005040742,0.0001772686,0.007723884,0.0003346733,0.0001171452,0.0008514892,0.0005682006,0.5003321,0.1757752,0.2931668,0.002521484,0.01792769],"study_design_scores_gemma":[0.00006831067,0.0000704021,0.002778901,0.00000810336,0.00001166731,0.00009474234,0.00005530289,0.9605188,0.005486709,0.03035314,0.0005296655,0.00002426488],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488988,0.00158467,0.04048457,0.0005055913,0.0000764662,0.00005059624,0.0000841934,0.0002638674,0.008051144],"genre_scores_gemma":[0.9964084,0.0003077982,0.002326368,0.00001603518,0.000019612,0.00001522139,0.00001760389,0.00001128817,0.0008776403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001547958,"threshold_uncertainty_score":0.005178452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065140104946597,"score_gpt":0.2666114479898004,"score_spread":0.2459600469403344,"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."}}