{"id":"W2774300954","doi":"10.4236/ojfd.2017.74036","title":"A Numerical Approach to Possible Identification of the Noisiest Zones of a Wall Surface with a Flow Interaction","year":2017,"lang":"en","type":"article","venue":"Open Journal of Fluid Dynamics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Acoustics; Sound power; Singular value decomposition; Sound pressure; Noise (video); Aeroacoustics; Power (physics); Computational fluid dynamics; Physics; Surface (topology); Singular value; Computer science; Mechanics; Sound (geography); Mathematics; Geometry; Algorithm; Eigenvalues and eigenvectors","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004134916,0.0001125814,0.0002820656,0.00004532613,0.0001070661,0.0001630655,0.001066515,0.00004831996,0.000003684688],"category_scores_gemma":[0.0000916513,0.00007742475,0.0000751572,0.0001135879,0.00005347191,0.0003531752,0.0001250578,0.000202613,0.000001171677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009818917,"about_ca_system_score_gemma":0.00005256107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005674375,"about_ca_topic_score_gemma":0.00005067998,"domain_scores_codex":[0.9990144,0.00002343847,0.0005065922,0.00009232505,0.0002487148,0.0001145002],"domain_scores_gemma":[0.9986719,0.00003244304,0.0004715819,0.000478469,0.0002888098,0.00005682626],"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":[0.00008441981,0.00009927997,0.001500476,0.00006726653,0.00008429535,0.00000170796,0.0003292518,0.9809539,0.01463676,0.0005667845,0.0001004616,0.001575351],"study_design_scores_gemma":[0.0002835504,0.00008984268,0.008252662,0.0001577489,0.00004766397,0.00005375192,0.0001752522,0.9895113,0.001196138,0.0001160497,0.00002394511,0.00009215468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.736212,0.00002038457,0.2612562,0.0001794897,0.0004218488,0.0001924975,0.00002214854,0.000004037892,0.001691385],"genre_scores_gemma":[0.9716607,0.00002997324,0.02809401,0.000007413697,0.00002881988,0.000001941699,0.000002728077,0.00002327786,0.0001510888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354488,"threshold_uncertainty_score":0.315729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235684447506925,"score_gpt":0.2493199194180416,"score_spread":0.2369630749429724,"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."}}