{"id":"W4399723938","doi":"10.1615/tfec2024.tfl.050236","title":"EFFECT OF SPOILER ANGLE ON REDUCING WING DRAG IN A HIGH-SPEED SPORTS CAR","year":2024,"lang":"en","type":"article","venue":"","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Drag; Wing; Lift-induced drag; Automotive engineering; Aerospace engineering; Computer science; Aeronautics; Drag coefficient; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001800466,0.0003102086,0.0003358416,0.0004082451,0.0004980576,0.0002904401,0.0002832313,0.0003781071,0.00220397],"category_scores_gemma":[0.0006334586,0.0001421008,0.0002752279,0.0001877702,0.0002082775,0.0002108977,0.0002149238,0.0002687966,0.0002615848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054845,"about_ca_system_score_gemma":0.0002295113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002801726,"about_ca_topic_score_gemma":0.002451179,"domain_scores_codex":[0.999874,0.00001899758,0.000007989312,0.00001982627,0.00002299973,0.00005618956],"domain_scores_gemma":[0.9993706,0.0002316926,0.00005758199,0.00003824198,0.0001669752,0.0001348874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03156465,0.003086155,0.03063428,0.0005648034,0.0001845732,0.0009590441,0.0004266884,0.03405337,0.8412482,0.0002606051,0.0006871637,0.05633059],"study_design_scores_gemma":[0.0006981438,0.01711553,0.1742371,0.00005251801,0.0007587539,0.0004393712,0.001546026,0.06076599,0.7420949,0.0001475719,0.002021183,0.0001229115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988704,0.00004015955,0.0005430748,0.00001341688,0.00001353607,0.00000409361,0.0000168183,0.0000269877,0.0004714177],"genre_scores_gemma":[0.9995098,0.00002641253,0.0002381055,0.000005585817,0.000002846436,0.000001589818,0.00001850163,0.000005218484,0.0001918439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002801726,"threshold_uncertainty_score":0.007373035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004514024396048659,"score_gpt":0.2408724805478358,"score_spread":0.2363584561517872,"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."}}