{"id":"W1595860808","doi":"","title":"Jet noise prediction: Past, present and future","year":2007,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; Florida State University","keywords":"Jet noise; Reynolds-averaged Navier–Stokes equations; Takeoff; Anechoic chamber; Jet (fluid); Extrapolation; Noise (video); Turbulence; Acoustics; Mechanics; Aeroacoustics; Reynolds number; Physics; Computer science; Aerospace engineering; Engineering; Mathematics; Mathematical analysis; Sound pressure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0001218498,0.0001515457,0.000111196,0.0001189708,0.0001045668,0.00004369955,0.0001050785,0.0001538879,0.00005734109],"category_scores_gemma":[0.000006257316,0.0001600972,0.00002282126,0.0001317736,0.0000457351,0.00004485073,0.00001545444,0.0002254836,0.00001356372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868945,"about_ca_system_score_gemma":0.00005371654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004862907,"about_ca_topic_score_gemma":0.002608251,"domain_scores_codex":[0.9991493,0.000003445582,0.0001669535,0.0001414676,0.0001149693,0.0004239225],"domain_scores_gemma":[0.9991396,0.00003138807,0.00001301791,0.0002044491,0.00004980521,0.0005617599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001324178,0.00003583953,0.01140861,0.0004066423,0.0002103503,0.0008832747,0.0009388346,0.2333796,0.01277205,0.004080188,0.6304013,0.1054701],"study_design_scores_gemma":[0.0002833951,0.00003362541,0.09577886,0.00002116451,0.00006839687,0.00006323907,0.0003743769,0.5360346,0.00002948618,0.0003057352,0.3666051,0.0004019575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6482257,0.003096061,0.2470869,0.002166446,0.01264713,0.0007977692,0.001850165,0.0008613642,0.08326845],"genre_scores_gemma":[0.9903867,0.0002744943,0.002463561,0.0001680557,0.006337197,0.000003686971,0.00003911179,0.00004883712,0.0002783386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.342161,"threshold_uncertainty_score":0.6528575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004274137397082604,"score_gpt":0.1813085546624489,"score_spread":0.1770344172653663,"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."}}