{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005310901,0.0003365704,0.0004290301,0.0002204999,0.0003369852,0.0005818601,0.0004290447,0.0006358103,0.002169116],"category_scores_gemma":[0.001959433,0.0001931351,0.0002529855,0.0002443907,0.0004665505,0.0004618971,0.0005997139,0.0006553228,0.0002955508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002734327,"about_ca_system_score_gemma":0.0004658956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002422226,"about_ca_topic_score_gemma":0.002073614,"domain_scores_codex":[0.999808,0.00009059012,0.00001079724,0.00001380994,0.00005415484,0.00002269018],"domain_scores_gemma":[0.9994253,0.0003261891,0.00005185978,0.00005467219,0.0001048882,0.00003719373],"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":[0.0001186055,0.00007841666,0.001459234,0.00008756039,0.000007588434,0.00013078,0.00007786365,0.9653937,0.01201719,0.007924902,0.001020421,0.01168364],"study_design_scores_gemma":[0.00001800814,0.00001891056,0.0002988979,0.00001092647,0.00000224155,0.000009276312,0.0000181661,0.9931871,0.004618973,0.0009900373,0.0008225787,0.00000495262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4797134,0.0006591636,0.4934209,0.0005865396,0.0001820533,0.0001407847,0.0004174058,0.0007692189,0.02411046],"genre_scores_gemma":[0.9497436,0.0001405762,0.04651618,0.0000401398,0.00002626289,0.00008582557,0.0002606212,0.0003126963,0.002874058],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002422226,"threshold_uncertainty_score":0.007256389,"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."}}