{"id":"W7000539694","doi":"","title":"Extended Optimization Study and Panel Parameter Study for Noise Radiation Reduction of an Aircraft Panel Excited by Turbulent Flow","year":2017,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reduction (mathematics); Turbulence; Excited state; Noise reduction; Noise (video); Flow (mathematics); Radiation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002553059,0.0006218378,0.0006932809,0.0001916147,0.0002975094,0.000518321,0.0003054797,0.0006258588,0.002183959],"category_scores_gemma":[0.0005546496,0.0002276825,0.000668523,0.0001948577,0.0002749536,0.0003291803,0.0003163838,0.0003396886,0.0002130782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795968,"about_ca_system_score_gemma":0.0002533693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044405,"about_ca_topic_score_gemma":0.001512874,"domain_scores_codex":[0.9998907,0.00004274906,0.000002794989,0.00001809883,0.00002612902,0.00001955894],"domain_scores_gemma":[0.9997569,0.0001547588,0.00001638232,0.00001925291,0.00004383119,0.00000891217],"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":[0.00009932597,0.00005642716,0.0003956835,0.00005281747,0.00002493332,0.0001292386,0.00003112135,0.9707898,0.02234489,0.0005810595,0.0001789592,0.005315799],"study_design_scores_gemma":[0.000005213265,0.0000565419,0.0004844283,0.000002197368,0.00001024202,0.00001463681,0.00001992557,0.9962673,0.002885673,0.0001232757,0.0001243195,0.000006299664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6982886,0.0003495077,0.285064,0.0001477125,0.00004709282,0.00005108441,0.0001388786,0.0001912485,0.01572192],"genre_scores_gemma":[0.9881886,0.00006590951,0.00938911,0.00002073509,0.000008509943,0.00002980289,0.00005474873,0.00004495174,0.002197739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183959,"threshold_uncertainty_score":0.007306039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962302717450607,"score_gpt":0.2399803575124005,"score_spread":0.2203573303378944,"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."}}