{"id":"W4300906632","doi":"10.1615/tsfp7.1360","title":"ON THE ACCURACY OF THE PRESSURE FLUCTUATIONS CALCULATED FROM AN LBM SIMULATION OF TURBULENT CHANNEL FLOW","year":2011,"lang":"en","type":"article","venue":"Proceeding of Seventh International Symposium on Turbulence and Shear Flow Phenomena","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Compressibility; Mach number; Turbulence; Mechanics; Statistical physics; Physics; Direct numerical simulation; Lattice Boltzmann methods; Compressible flow; Reynolds number","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":[0.002067788,0.0007374096,0.0006780263,0.0008108747,0.0009936605,0.001324231,0.0009458939,0.0008518703,0.0007308268],"category_scores_gemma":[0.01396396,0.0003561326,0.0004381587,0.0007142901,0.0009713179,0.001016667,0.0005814019,0.00092611,0.000242104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009208535,"about_ca_system_score_gemma":0.001194684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256649,"about_ca_topic_score_gemma":0.005604831,"domain_scores_codex":[0.9989512,0.0002996718,0.00007204931,0.0001170745,0.0004478273,0.000112068],"domain_scores_gemma":[0.9943434,0.003740855,0.0003212428,0.0006111995,0.0008706847,0.0001126274],"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":[0.0004034649,0.0001386829,0.01184481,0.0001103788,0.0000511997,0.0001963985,0.0001662824,0.9539585,0.01247502,0.003727107,0.0003861938,0.01654194],"study_design_scores_gemma":[0.00002233706,0.0000412839,0.001503879,0.00000932353,0.000005758859,0.00002113109,0.00002219301,0.9916414,0.006226052,0.0003194604,0.0001751419,0.00001212328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881838,0.0005288016,0.1007725,0.0004912063,0.0001569388,0.00008750834,0.0004358418,0.001559319,0.007784219],"genre_scores_gemma":[0.9833013,0.00009402188,0.01586172,0.00003868872,0.0000132,0.00002818218,0.0002189561,0.0001423874,0.0003015638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256649,"threshold_uncertainty_score":0.02498668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757762469321209,"score_gpt":0.2529760154425956,"score_spread":0.2253983907493835,"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."}}