{"id":"W1855055124","doi":"10.1080/14685248.2015.1043132","title":"Visualisation and analysis of large-scale vortex structures in three-dimensional turbulent lid-driven cavity flow","year":2015,"lang":"en","type":"article","venue":"Journal of Turbulence","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Vortex; Turbulence; Vorticity; Lattice Boltzmann methods; Physics; Mechanics; Flow visualization; Large eddy simulation; Flow (mathematics); Classical mechanics; Vector field","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":[0.0003932309,0.0001224346,0.0004146069,0.0003717876,0.0000239997,0.00001660762,0.0001021167,0.00006420806,0.00001698121],"category_scores_gemma":[0.00009624283,0.0001010873,0.00009285274,0.0004312383,0.0000416129,0.0002652801,0.00004129089,0.000171949,8.58493e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008840371,"about_ca_system_score_gemma":0.00003069177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001852159,"about_ca_topic_score_gemma":0.0001730438,"domain_scores_codex":[0.9987509,0.00003987318,0.000523262,0.000103437,0.0004406198,0.0001418829],"domain_scores_gemma":[0.9991716,0.00009957107,0.0002171693,0.0001193913,0.0002960654,0.00009622159],"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":[0.00003017626,0.00002666963,0.06556077,0.00002089476,0.0002755046,0.00001216786,0.001672198,0.9315864,0.0002612527,0.00002748499,0.0001562978,0.0003702198],"study_design_scores_gemma":[0.0004744449,0.0000381606,0.3528484,0.00003619467,0.0002156678,0.00001148928,0.0001350532,0.6453421,0.0002278267,0.0005091825,0.00007431534,0.00008714108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949127,0.001417576,0.003277634,0.0001111,0.0001678897,0.00005789038,0.00001619267,0.00001296311,0.00002609861],"genre_scores_gemma":[0.9948395,0.00003984452,0.00501908,0.00003433242,0.00004891452,7.462834e-7,0.000002957852,0.000009260597,0.000005311796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2872876,"threshold_uncertainty_score":0.4122219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233132340675071,"score_gpt":0.2830904629310502,"score_spread":0.2607591395242995,"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."}}