{"id":"W2329799107","doi":"10.2514/6.2015-2531","title":"Experimental Validation of a Semi-Analytical Trailing-Edge Noise Model Including Broadband Scattering","year":2015,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"European Commission","keywords":"Broadband; Trailing edge; Noise (video); Scattering; Computer science; Acoustics; Model validation; Enhanced Data Rates for GSM Evolution; Electronic engineering; Physics; Optics; Telecommunications; Engineering; Artificial intelligence; Data science; Mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001579463,0.000124806,0.0001737825,0.00006581095,0.00002567251,0.0000242735,0.0001024187,0.00006433771,0.00002797203],"category_scores_gemma":[0.00002003695,0.0001244311,0.00005154966,0.00008797896,0.00003247074,0.0001149824,0.00006311166,0.00009354439,0.000007673178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007591419,"about_ca_system_score_gemma":0.00001889976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008335797,"about_ca_topic_score_gemma":0.000001545941,"domain_scores_codex":[0.9992477,0.000006152149,0.0002595846,0.000132541,0.0001812955,0.0001727475],"domain_scores_gemma":[0.9996557,0.00001894248,0.00002295813,0.0001563414,0.00003863422,0.0001073771],"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":[0.000003342108,0.0000249741,0.000112136,0.00002130323,0.00001872319,0.000001100456,0.000423103,0.8520902,0.1463126,0.0006124028,0.0002740926,0.000105919],"study_design_scores_gemma":[0.0002538406,0.00001564531,0.000008079328,0.00001596201,0.00001678852,0.000002841447,0.0002376779,0.8952734,0.1038783,0.0001486718,0.00001932181,0.0001294672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7676204,0.00005583211,0.2214229,0.00001086495,0.0001314597,0.00006035989,0.000006252624,0.00009596156,0.01059594],"genre_scores_gemma":[0.9938066,0.000003367474,0.005917163,0.00001387761,0.00006022941,0.000005681995,0.000009900295,0.00002966613,0.0001535246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2261862,"threshold_uncertainty_score":0.5074154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0519715845396013,"score_gpt":0.286052600317378,"score_spread":0.2340810157777767,"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."}}