{"id":"W2118345671","doi":"10.1017/s0022112010004635","title":"Controlling the dual cascade of two-dimensional turbulence","year":2010,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Enstrophy; Turbulence; Reynolds number; Physics; Scaling; Energy cascade; Inertial frame of reference; Isotropy; Kolmogorov microscales; Statistical physics; Cascade; Range (aeronautics); Forcing (mathematics); Turbulence kinetic energy; Classical mechanics; K-omega turbulence model; Mechanics; Mathematics; Geometry; Vorticity; Vortex; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006690136,0.000135751,0.0002682394,0.00008918436,0.00005073104,0.00002133421,0.0002541031,0.00008703365,0.00005625256],"category_scores_gemma":[0.00008383756,0.00009076507,0.0001761824,0.0001133612,0.00002055611,0.0001090258,0.00003271549,0.0006086644,0.000005423484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002138033,"about_ca_system_score_gemma":0.00005352483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003963702,"about_ca_topic_score_gemma":0.000009548095,"domain_scores_codex":[0.9988022,0.00002006177,0.0005247054,0.00007102797,0.0003859921,0.000196028],"domain_scores_gemma":[0.9992145,0.0001397831,0.0001487448,0.0001982702,0.0002070557,0.00009160073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002483798,0.0000234806,0.00000571854,0.00001427748,0.0000774656,0.00002705794,0.00008205792,0.4222432,0.5633726,0.01294458,0.0005394084,0.0006452968],"study_design_scores_gemma":[0.0007719327,0.00007386983,0.00001930788,0.00003834367,0.0000544231,0.000353059,0.000009986829,0.9721234,0.02329216,0.00250029,0.000663538,0.00009961526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881358,0.001038776,0.00720089,0.0001984353,0.003179338,0.00008919989,0.00001289296,0.00002112292,0.0001236113],"genre_scores_gemma":[0.9968461,0.000102739,0.002551366,0.00007202927,0.0003795081,0.000001028995,8.079822e-7,0.00002429339,0.00002212155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5498802,"threshold_uncertainty_score":0.3701292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006072680851692071,"score_gpt":0.2071593561033892,"score_spread":0.2010866752516971,"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."}}