{"id":"W2328116181","doi":"10.2514/6.2008-674","title":"Effects of Upwinding in Large Eddy Simulation of Turbulent Flows","year":2008,"lang":"en","type":"article","venue":"46th AIAA Aerospace Sciences Meeting and Exhibit","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Large eddy simulation; Upwind scheme; Turbulence; Mechanics; Meteorology; Geology; Physics; Mathematics; Mathematical analysis","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":[0.0005094879,0.0001327456,0.0002454499,0.0001674349,0.0001144665,0.00001374586,0.000116642,0.00006378758,0.0000037905],"category_scores_gemma":[0.000093136,0.0001220085,0.00004614397,0.0004417264,0.0001011241,0.0001373825,0.00003976704,0.0001026465,0.000001631349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002287505,"about_ca_system_score_gemma":0.00002074155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005573645,"about_ca_topic_score_gemma":0.00003280372,"domain_scores_codex":[0.998917,0.00002786453,0.0002754049,0.0002070323,0.000267778,0.0003048912],"domain_scores_gemma":[0.9995627,0.0001874372,0.00006591988,0.00009810567,0.00002855218,0.0000573222],"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":[0.000004449592,0.00002820094,0.02265249,0.0001891868,0.000005046408,0.000005079812,0.00138712,0.9606207,0.01480712,0.0001199998,0.00001752719,0.0001630927],"study_design_scores_gemma":[0.0004480154,0.00006767095,0.01047388,0.0002710939,0.000006518657,0.000003346582,0.00007747192,0.9793471,0.009099036,0.00002963667,0.00004237851,0.0001338453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969172,0.001185851,0.0008273129,0.00002238243,0.0001837035,0.0001518391,0.00000232007,0.00004511446,0.0006642094],"genre_scores_gemma":[0.9982464,0.0002315312,0.001440319,0.000008904704,0.00002778805,0.000003834907,0.000001398545,0.0000112994,0.00002854385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872642,"threshold_uncertainty_score":0.497536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008067248944134946,"score_gpt":0.2167008478492057,"score_spread":0.2086335989050708,"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."}}