{"id":"W3205249087","doi":"10.1088/1361-6587/ac318c","title":"Simulation of transport in the FT-2 tokamak up to the electron scale with GENE","year":2021,"lang":"en","type":"article","venue":"Plasma Physics and Controlled Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council; Russian Science Foundation; Western Canada Research Grid; University of Saskatchewan; Ioffe Institute; Academy of Finland; Compute Canada; University of Texas at Austin","keywords":"Physics; Electron; Tokamak; Turbulence; Gyrokinetics; Atomic physics; Instability; Gyroradius; Plasma; Electron density; Electron temperature; Nuclear physics; Quantum mechanics; Mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001694091,0.0003686174,0.0004077192,0.0002706899,0.0004179743,0.0005651346,0.0006861973,0.0008367423,0.002288058],"category_scores_gemma":[0.0009607207,0.0001858304,0.0004449153,0.0002921531,0.0008200203,0.000385491,0.0004203836,0.0005355982,0.000107066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218882,"about_ca_system_score_gemma":0.0006888158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02571647,"about_ca_topic_score_gemma":0.009810739,"domain_scores_codex":[0.9999202,0.00001446936,0.000002893417,0.0000112662,0.00001819643,0.00003295513],"domain_scores_gemma":[0.999696,0.0001500813,0.00003705855,0.00001734245,0.00004977793,0.00004970545],"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":[0.0002598941,0.0001086188,0.006320608,0.00003130345,0.00002701848,0.0002390439,0.00008444166,0.9851354,0.003429025,0.00268696,0.0003154592,0.001362292],"study_design_scores_gemma":[0.00003449609,0.00006085053,0.001203929,0.00000291397,0.000005312899,0.00001299181,0.00003641183,0.9973699,0.0007914321,0.000304309,0.0001718721,0.000005512357],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953038,0.00002943397,0.001045757,0.0001458843,0.00001139449,0.00001239174,0.0001635404,0.00007507058,0.003212827],"genre_scores_gemma":[0.9980164,0.00002054273,0.001090604,0.00002015201,0.000002506776,0.00001305918,0.0001314569,0.00001235499,0.0006928599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02571647,"threshold_uncertainty_score":0.05113351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00758450337888843,"score_gpt":0.2358672809048384,"score_spread":0.22828277752595,"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."}}