{"id":"W4412925565","doi":"10.1080/10618562.2025.2537029","title":"RANS and Scale-Resolving Simulations of the Flow Over Static Pressure Ports","year":2025,"lang":"en","type":"article","venue":"International journal of computational fluid dynamics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boeing (Canada)","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Scale (ratio); Flow (mathematics); Mechanics; Environmental science; Computational fluid dynamics; Statistical physics; Geology; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005194269,0.0008043208,0.0007159734,0.0005319207,0.00043054,0.0006052274,0.0008879403,0.001125649,0.001472804],"category_scores_gemma":[0.001557291,0.0003481507,0.0005744075,0.0008024735,0.0007821296,0.0006110612,0.0005076801,0.00065254,0.0002047953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004798501,"about_ca_system_score_gemma":0.000600808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008750565,"about_ca_topic_score_gemma":0.005777589,"domain_scores_codex":[0.9997326,0.00004976902,0.0000229132,0.00004562012,0.00007703703,0.0000722113],"domain_scores_gemma":[0.9991566,0.0003713293,0.0001138755,0.00009106954,0.0001723703,0.00009479609],"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":[0.0003536899,0.0002788144,0.008018695,0.00008191988,0.00003586512,0.0003214857,0.0001881944,0.967286,0.01359995,0.002468902,0.0005226755,0.006843784],"study_design_scores_gemma":[0.00001890425,0.00008157356,0.00141244,0.000003250203,0.000003442937,0.00001912959,0.00003817818,0.9962932,0.001924036,0.00009658052,0.0001029055,0.000006286067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856208,0.00007528386,0.008682502,0.0000643117,0.00003026078,0.00003506598,0.0005143629,0.0002401926,0.004737153],"genre_scores_gemma":[0.9936215,0.00004080187,0.004931679,0.00001486248,0.000006852287,0.00002513299,0.0004295472,0.00002444828,0.0009050343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008750565,"threshold_uncertainty_score":0.01739925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002548104708507901,"score_gpt":0.2175521260257907,"score_spread":0.2150040213172828,"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."}}