{"id":"W2122755935","doi":"","title":"Prediction and Measurement of Turbulent Boundary Layer Wall-Pressure Fluctuations on the Surface of a Single Panel at Low Mach Numbers","year":2014,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mach number; Boundary layer; Wind tunnel; Turbulence; Mechanics; Boundary layer thickness; Physics; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002477511,0.0001281724,0.000144351,0.00004918281,0.0001109628,0.00001943799,0.0001230992,0.00009224226,0.00004591224],"category_scores_gemma":[0.0001164507,0.0001135173,0.00003192217,0.00008691625,0.00009232959,0.00002168844,0.00001675031,0.0001324888,0.00000322901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000261478,"about_ca_system_score_gemma":0.0000790323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118613,"about_ca_topic_score_gemma":0.004245203,"domain_scores_codex":[0.9991598,0.00002286004,0.0002146562,0.0001208301,0.0002716677,0.0002102579],"domain_scores_gemma":[0.9993024,0.00008008195,0.00004702061,0.0002758667,0.000147612,0.0001469909],"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":[0.000003782171,0.00001761682,0.000272844,0.0001511733,0.00007940932,0.000001373486,0.0003298431,0.8259167,0.1653803,0.0004200224,0.007153392,0.0002735431],"study_design_scores_gemma":[0.0001685626,0.00005461324,0.007040324,0.00009532768,0.000123009,0.000004172105,0.00008990815,0.9882759,0.001139788,0.0001802622,0.002689454,0.0001386513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874521,0.0002220986,0.009433609,0.0002341749,0.0003829294,0.0002228394,0.0003420139,0.00003283153,0.001677401],"genre_scores_gemma":[0.9992493,0.00004982854,0.0003957762,0.00008614691,0.00004745794,0.000003756816,0.00001898228,0.00002943905,0.0001193019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642405,"threshold_uncertainty_score":0.4629102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139738691917793,"score_gpt":0.1854654096832522,"score_spread":0.1640680227640742,"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."}}