{"id":"W2329534151","doi":"10.2514/6.2012-2122","title":"Aeroacoustic Prediction of the Tonal Noise Radiated by a Ring Fan in Uniform Inlet Flow","year":2012,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inlet; Acoustics; Noise (video); Flow (mathematics); Ring (chemistry); Engineering; Marine engineering; Physics; Computer science; Mechanics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002874172,0.0006745346,0.0005616166,0.0003169997,0.0004507739,0.0004985637,0.0004790456,0.0008878236,0.001251665],"category_scores_gemma":[0.001039726,0.0002156106,0.0004040356,0.0001971018,0.0007715255,0.0003123519,0.0003925835,0.0004484028,0.0001337423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005022793,"about_ca_system_score_gemma":0.0004483483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015084,"about_ca_topic_score_gemma":0.005857164,"domain_scores_codex":[0.9998717,0.00003269677,0.000004996492,0.00001551179,0.00004199494,0.00003312171],"domain_scores_gemma":[0.9994934,0.0003026247,0.00004809654,0.00001753753,0.00008092629,0.00005740854],"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":[0.0001980517,0.00007207628,0.002306928,0.0000410974,0.000009478653,0.0004037786,0.00006300727,0.9817802,0.01189843,0.0005637063,0.0001670109,0.002496239],"study_design_scores_gemma":[0.00001070955,0.00003944447,0.0004619277,0.000001316205,0.000001771994,0.0000115877,0.000009576069,0.9982741,0.00111478,0.00003683995,0.00003478533,0.000003188191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717049,0.0001076184,0.02214091,0.0001596199,0.00005367542,0.00004207399,0.0001034129,0.0003213181,0.005366588],"genre_scores_gemma":[0.9967969,0.00004362122,0.002016148,0.00001155206,0.000006968714,0.00001085313,0.0000422479,0.00001913443,0.001052417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.015084,"threshold_uncertainty_score":0.0299924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005606332186435455,"score_gpt":0.1776958510334346,"score_spread":0.1720895188469992,"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."}}