{"id":"W3033541649","doi":"10.1615/tfec2020.tfl.031916","title":"STUDY OF THE INTERACTIONS BETWEEN TAILPIPE EXHAUST FLOW AND AHMED BODY WAKE","year":2020,"lang":"en","type":"article","venue":"","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Windsor","funders":"","keywords":"Wake; Flow (mathematics); Mechanics; Environmental science; Physics","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":[0.00002510897,0.00005617133,0.00009719191,0.00001459182,0.00003547393,0.00001684823,0.00006613582,0.00001649437,0.000102543],"category_scores_gemma":[0.00001479383,0.00003921572,0.00002084545,0.00009560525,0.000007249895,0.00008661301,0.00002603227,0.00008840022,0.000009586257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000044092,"about_ca_system_score_gemma":0.000004117591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001078756,"about_ca_topic_score_gemma":0.00004430185,"domain_scores_codex":[0.9996575,0.00001473971,0.0001307226,0.00006792046,0.00006824452,0.00006084432],"domain_scores_gemma":[0.9997927,0.00003883911,0.00001310712,0.00009630529,0.00001622428,0.00004285758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005512662,0.0003925796,0.7020766,0.0001962193,0.001348943,0.000009154493,0.02336469,0.04876455,0.1387976,0.0004964658,0.03071809,0.05378008],"study_design_scores_gemma":[0.003192175,0.0003478109,0.4101987,0.00002201073,0.0002212973,0.000002154344,0.006116965,0.5376495,0.02775648,0.00003881922,0.01410183,0.0003522307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928035,0.00001426611,0.003321999,0.0009137657,0.00007963208,0.0002202097,0.000006166234,0.00009520489,0.002545236],"genre_scores_gemma":[0.999615,0.00000192176,0.00006665442,0.0001010485,0.0001088217,0.000009275213,0.000001122992,0.000008149795,0.00008800696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.488885,"threshold_uncertainty_score":0.1599171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438346549393366,"score_gpt":0.2349124852010044,"score_spread":0.2105290197070707,"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."}}