{"id":"W4235135930","doi":"10.1155/2012/153204","title":"Prediction of Turbulent Boundary Layer Induced Noise in the Cabin of a BWB Aircraft","year":2012,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Boundary layer; Turbulence; Noise (video); Range (aeronautics); Acoustics; Aircraft noise; Sound pressure; Volume (thermodynamics); Flow (mathematics); Boundary (topology); Aerospace engineering; Engineering; Mechanics; Physics; Computer science; Mathematics; Noise reduction","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":[0.000195274,0.0006268406,0.0003674063,0.0003002809,0.0003628259,0.0005274133,0.0002946859,0.0005825812,0.0004427592],"category_scores_gemma":[0.0006330859,0.0002776712,0.0002769624,0.0001124311,0.0003910416,0.0002920041,0.0002845494,0.0003646608,0.0001312151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324956,"about_ca_system_score_gemma":0.0004781694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664358,"about_ca_topic_score_gemma":0.00816781,"domain_scores_codex":[0.9999237,0.00001886652,0.000002538508,0.00001582432,0.00002339535,0.00001568019],"domain_scores_gemma":[0.9997979,0.000103777,0.00003166936,0.000007252145,0.00003450193,0.0000250034],"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":[0.00006445898,0.00003758597,0.002930897,0.00002127933,0.000006277484,0.00008606968,0.00003746326,0.9810607,0.01263914,0.000269737,0.00007629847,0.002770052],"study_design_scores_gemma":[0.000002423547,0.00001145992,0.0006202974,0.000001051855,0.00000114403,0.000003445639,0.00000486302,0.9986092,0.000692836,0.00002897696,0.00002250186,0.000001687912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228025,0.0001286237,0.07427599,0.00008088978,0.00002224369,0.00001986578,0.00007444138,0.0003263096,0.002269249],"genre_scores_gemma":[0.9970549,0.00003255941,0.00229066,0.00000608064,0.000003338611,0.000007811808,0.0000362672,0.00001545573,0.0005529735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664358,"threshold_uncertainty_score":0.03309339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180404914936367,"score_gpt":0.2207815858759121,"score_spread":0.2027410943822754,"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."}}