{"id":"W4403795096","doi":"10.1017/jfm.2024.579","title":"Turbulent boundary layer response to uniform changes of the pressure force contribution","year":2024,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Istanbul Teknik Üniversitesi; Partnership for Advanced Computing in Europe AISBL","keywords":"Boundary layer; Mechanics; Turbulence; Blasius boundary layer; Boundary layer thickness; Boundary layer control; Flow separation; Physics; Classical mechanics; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001434105,0.0004287315,0.0003627334,0.0002863491,0.0003215267,0.0006018678,0.000252319,0.0003844108,0.0009974207],"category_scores_gemma":[0.0005862519,0.0001840576,0.0002793691,0.0001823661,0.0005914036,0.0003789423,0.0005440408,0.0005058482,0.0001062685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003628077,"about_ca_system_score_gemma":0.0003337042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524127,"about_ca_topic_score_gemma":0.001015765,"domain_scores_codex":[0.9998814,0.00001012688,0.000006656691,0.00001975756,0.00002246231,0.00005966476],"domain_scores_gemma":[0.9997923,0.00004701921,0.00004747502,0.00001353976,0.0000346032,0.00006514488],"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":[0.001539795,0.0003559573,0.02455733,0.0001443101,0.00008449471,0.001329569,0.0002943533,0.1389482,0.8205051,0.002184447,0.000617726,0.00943876],"study_design_scores_gemma":[0.000179554,0.0007768682,0.09967878,0.00002565343,0.00005840596,0.0002075972,0.0005042842,0.7265746,0.1702309,0.0009043189,0.0007599596,0.00009903517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970869,0.00008325277,0.001584908,0.00007348356,0.00001535562,0.00001044988,0.0000595812,0.00007144074,0.001014596],"genre_scores_gemma":[0.9994418,0.00003157092,0.0002602768,0.00002067545,0.000003938174,0.000007414787,0.00004113193,0.000008839101,0.0001843342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003524127,"threshold_uncertainty_score":0.007007241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006798930148060378,"score_gpt":0.2150942036782614,"score_spread":0.2082952735302011,"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."}}