{"id":"W2021114612","doi":"10.1002/aic.12807","title":"Detached eddy simulation on the turbulent flow in a stirred tank","year":2011,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Universiti Malaysia Pahang; Eli Lilly and Company","keywords":"Reynolds-averaged Navier–Stokes equations; Turbulence; Rushton turbine; Detached eddy simulation; Large eddy simulation; Mechanics; Impeller; Turbulence kinetic energy; Vortex; Flow (mathematics); Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003404443,0.0004121071,0.0004676694,0.0002018357,0.000430661,0.0005381285,0.0005707964,0.0005722351,0.0008440788],"category_scores_gemma":[0.0007254097,0.0002029788,0.000437461,0.000237609,0.0004489519,0.0003392358,0.0003544144,0.0003837274,0.0001045775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007038963,"about_ca_system_score_gemma":0.0009560288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276752,"about_ca_topic_score_gemma":0.005125813,"domain_scores_codex":[0.9999182,0.00002301314,0.000006924568,0.00001533949,0.00002079996,0.00001574403],"domain_scores_gemma":[0.9996874,0.0001621007,0.00002956265,0.00002539435,0.00005094181,0.00004464687],"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":[0.0003329046,0.0001108929,0.002771207,0.00002913661,0.00002797451,0.0001631826,0.00005274736,0.975885,0.01644897,0.001156255,0.0001332188,0.002888486],"study_design_scores_gemma":[0.00004842607,0.00004701873,0.0005582274,0.000001172049,0.000003695253,0.000004759209,0.000007514621,0.997347,0.001793286,0.0001002894,0.00008400512,0.000004494282],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778977,0.00004556506,0.01944889,0.00006918809,0.00002287623,0.00002683513,0.0001454449,0.000191014,0.002152562],"genre_scores_gemma":[0.9927937,0.00002252522,0.006270936,0.00001169044,0.000003167464,0.00002086175,0.0001476577,0.00001374815,0.0007157056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01276752,"threshold_uncertainty_score":0.02538639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019923764437767,"score_gpt":0.2102678419961969,"score_spread":0.1800686043518193,"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."}}