{"id":"W2116605353","doi":"10.1002/fld.2583","title":"Start‐up flow in a three‐dimensional lid‐driven cavity by means of a massively parallel direction splitting algorithm","year":2011,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"King Abdullah University of Science and Technology; Texas A and M University; National Science Foundation","keywords":"Parallelizable manifold; Computation; Reynolds number; Flow (mathematics); Algorithm; Dimensionless quantity; Massively parallel; Computer science; Parallel computing; Space (punctuation); Computational science; Mathematics; Geometry; Mechanics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001076159,0.0002142424,0.0004179331,0.0003262295,0.00005748505,0.0000282858,0.0002939815,0.000116175,0.00008408359],"category_scores_gemma":[0.0005552837,0.0002041633,0.0001774177,0.0002578466,0.00006134122,0.0003076089,0.00008369474,0.0004196978,0.000004432608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520568,"about_ca_system_score_gemma":0.00003424392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003874,"about_ca_topic_score_gemma":0.00002217466,"domain_scores_codex":[0.9979494,0.0001882682,0.0008809178,0.0002274664,0.0004548883,0.0002990841],"domain_scores_gemma":[0.9985818,0.000703332,0.0001556678,0.0001064384,0.0003572017,0.00009552931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007100405,0.0005896046,0.03565335,0.00007083631,0.001048458,0.00008315448,0.004131477,0.2199234,0.01861225,0.0008111105,0.001623505,0.7167428],"study_design_scores_gemma":[0.001619084,0.0001028843,0.02118379,0.0001208979,0.00002715943,0.0000433867,0.000117716,0.9645267,0.002339017,0.007904007,0.00175294,0.0002624351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02733885,0.0003725322,0.9690222,0.0001035169,0.002502637,0.0002168397,0.00006619252,0.00005234756,0.0003248683],"genre_scores_gemma":[0.1013842,0.00005365899,0.8981733,0.00004877592,0.0001747201,0.00004393077,0.00001172379,0.00004042843,0.00006922061],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7446032,"threshold_uncertainty_score":0.8325536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05996972084713122,"score_gpt":0.3660477174381229,"score_spread":0.3060779965909917,"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."}}