{"id":"W2983927208","doi":"10.1115/gt2019-90747","title":"Inlet and Outlet Characteristics Boundary Conditions for Large Eddy Simulations of Turbomachinery","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Grand Équipement National De Calcul Intensif","keywords":"Turbomachinery; Inlet; Mechanics; Computational fluid dynamics; Boundary value problem; Context (archaeology); Flow (mathematics); Boundary (topology); Large eddy simulation; Computer science; Mechanical engineering; Physics; Engineering; Turbulence; Geology; 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":[0.00008411276,0.0002351096,0.0003683731,0.0001724598,0.00007437836,0.00005698766,0.0001080451,0.000244904,0.0001043114],"category_scores_gemma":[0.00002886269,0.0002321388,0.0000829743,0.0000593441,0.00002662405,0.0001389912,0.0001176812,0.0002789774,0.00000700402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003030379,"about_ca_system_score_gemma":0.000045916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004090899,"about_ca_topic_score_gemma":0.00002002117,"domain_scores_codex":[0.9991212,0.00001050107,0.0003886484,0.0001941434,0.0000954005,0.0001900306],"domain_scores_gemma":[0.9993513,0.0001002433,0.0001015304,0.0003084917,0.00009170001,0.00004676512],"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":[0.00001558772,0.00005105689,0.01208922,0.001556033,0.0001597101,4.55757e-7,0.000337757,0.979296,0.0004077447,0.001230211,0.004380179,0.0004760253],"study_design_scores_gemma":[0.000422258,0.00002328561,0.01227242,0.00007192881,0.00006604505,0.000001420286,0.00001301014,0.981172,0.0001323387,0.0005130832,0.005042604,0.0002696047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7401101,0.0003771017,0.2450379,0.00007595147,0.001606597,0.001104904,0.01010448,0.0003258377,0.001257111],"genre_scores_gemma":[0.9896752,0.000162445,0.003424257,0.00007570368,0.0001814905,0.0000414149,0.006029174,0.00005449135,0.000355794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495651,"threshold_uncertainty_score":0.9466344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00954939798830086,"score_gpt":0.2489335631914678,"score_spread":0.2393841652031669,"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."}}