{"id":"W7084148298","doi":"10.1115/fedsm2025-155309","title":"The Effects of Open and Closed Diffusers on the Wake Structures of an Ahmed Body","year":2025,"lang":"en","type":"article","venue":"","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Wake; Diffuser (optics); Vortex; Downwash; Vortex shedding; Wake turbulence; Trailing edge; Reynolds number; Flow (mathematics)","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":[0.0002486162,0.0002561231,0.0003159459,0.0002384182,0.0002094389,0.0004827202,0.0002906905,0.0003245838,0.001111413],"category_scores_gemma":[0.0006030136,0.0001728723,0.0003369578,0.00008289199,0.000659824,0.0002975763,0.0007077499,0.0002506265,0.000193096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529831,"about_ca_system_score_gemma":0.0001757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115824,"about_ca_topic_score_gemma":0.001487318,"domain_scores_codex":[0.9997246,0.00003338708,0.00001752533,0.00004322374,0.0001112594,0.00007001815],"domain_scores_gemma":[0.9994901,0.0001554918,0.0001142067,0.00006546793,0.00006606489,0.0001086539],"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":[0.0009795172,0.0001101702,0.004202018,0.0000755027,0.00001836969,0.0003964572,0.00007942531,0.006806665,0.9794334,0.0001577324,0.00002688535,0.007713919],"study_design_scores_gemma":[0.0001227813,0.00570906,0.09884369,0.0000235425,0.0001039037,0.000871765,0.0007710432,0.04941253,0.8414462,0.0002135181,0.002396322,0.00008563042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983581,0.00006353924,0.001218234,0.000004728836,0.000005756697,0.000004706013,0.00001494164,0.00001938453,0.0003106134],"genre_scores_gemma":[0.9985687,0.00002921753,0.0009694989,0.000004990238,0.000001936048,0.000002433057,0.00002338481,0.000004854607,0.0003949919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00115824,"threshold_uncertainty_score":0.003718078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005090663146965942,"score_gpt":0.2519363059025785,"score_spread":0.2468456427556125,"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."}}