{"id":"W1999960330","doi":"10.2514/6.2012-2060","title":"On the generation of airfoil tonal noise at zero angle of attack and low to moderate Reynolds number","year":2012,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Independent Electricity System Operator","keywords":"Airfoil; Reynolds number; Angle of attack; Zero (linguistics); Noise (video); Acoustics; Physics; Computer science; Mechanics; Aerodynamics; Turbulence; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001059481,0.00007543423,0.00009255332,0.00001456826,0.00002920261,0.000006679752,0.00004779163,0.0000420557,0.0001593871],"category_scores_gemma":[0.00001406971,0.00005367467,0.00002086483,0.00004780687,0.00001722492,0.00004169521,0.00003538066,0.00004465322,0.00001915984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002376628,"about_ca_system_score_gemma":0.000003155276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006492091,"about_ca_topic_score_gemma":0.00002259398,"domain_scores_codex":[0.9995804,0.000007790572,0.0001305479,0.00006326346,0.00009974288,0.0001182498],"domain_scores_gemma":[0.9997213,0.00004132762,0.00001708137,0.0001446158,0.00003241656,0.00004320982],"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":[0.00001864775,0.00005600977,0.001312869,0.00005818127,0.00003375665,3.26027e-7,0.0003990996,0.7822676,0.17362,0.01887833,0.02259859,0.0007565832],"study_design_scores_gemma":[0.0001078375,0.00002125425,0.001238576,0.00001507952,0.000008741144,0.000001486517,0.00000991532,0.9556092,0.0425529,0.0001590827,0.0001811524,0.00009476174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709049,0.00002577252,0.02090722,0.00005457828,0.0001582058,0.00007376382,0.00001775758,0.00001692162,0.007840855],"genre_scores_gemma":[0.997463,0.00001755808,0.001570247,0.00008429747,0.00006629054,0.000005096188,0.000005521727,0.00001485973,0.0007731254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1733416,"threshold_uncertainty_score":0.218879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089391877021841,"score_gpt":0.2334695441519796,"score_spread":0.2125756253817612,"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."}}