{"id":"W7116116674","doi":"10.82417/44kd-km93","title":"Noise prediction of a controlled diffusion airfoil at high angle-of-attack","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Grand Équipement National De Calcul Intensif","keywords":"Airfoil; Noise (video); Wind tunnel; Anechoic chamber; Flow (mathematics); Compressibility; Compressible flow; Vortex shedding; Diffusion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001654652,0.0004684879,0.0003192237,0.0003397957,0.0003170593,0.0006074428,0.000344319,0.0006869134,0.0007323062],"category_scores_gemma":[0.0005218516,0.0001366805,0.0003029509,0.00009695958,0.0005971299,0.0002690258,0.0003282796,0.0003344083,0.0001087724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195618,"about_ca_system_score_gemma":0.0003784966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303438,"about_ca_topic_score_gemma":0.003215378,"domain_scores_codex":[0.9999079,0.00001625972,0.000003656031,0.00001920299,0.00003054255,0.00002248225],"domain_scores_gemma":[0.9997988,0.00007814701,0.00002994197,0.000009437279,0.00004360472,0.00004011236],"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":[0.000289604,0.0001070423,0.004157034,0.00004247575,0.00001422309,0.0003163046,0.00006517188,0.9609597,0.03028274,0.001372659,0.000223651,0.002169447],"study_design_scores_gemma":[0.00002080738,0.00005408689,0.0009478079,0.000002113812,0.000002262076,0.00001291087,0.00001136979,0.9969558,0.001848606,0.00007597041,0.0000631767,0.000005088783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853688,0.0000763496,0.00920079,0.00009689204,0.00002489563,0.00002040335,0.00007039386,0.00007406659,0.005067495],"genre_scores_gemma":[0.9986184,0.00001564029,0.0006417633,0.000007408199,0.000002888862,0.000005747653,0.00003235518,0.000006291575,0.0006695514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303438,"threshold_uncertainty_score":0.02591699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009136512833242865,"score_gpt":0.2410503688739485,"score_spread":0.2319138560407057,"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."}}