{"id":"W4399677915","doi":"10.1007/s00348-024-03835-8","title":"The interaction between turbulent separation bubble breathing and wall pressure on a 2D wing","year":2024,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Turbulence; Bubble; Separation (statistics); Mechanics; Wing; Flow separation; Materials science; Physics; Computer science; Thermodynamics","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":[0.0001874959,0.0003381087,0.0005125744,0.0003212644,0.0006004634,0.0008918759,0.0004889325,0.0009603236,0.002378017],"category_scores_gemma":[0.0006680568,0.0003125538,0.0003645454,0.0002457225,0.001007655,0.0006106886,0.0007944563,0.0007775764,0.0002114678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113972,"about_ca_system_score_gemma":0.0003599823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147653,"about_ca_topic_score_gemma":0.001264147,"domain_scores_codex":[0.999817,0.00002637141,0.000009242213,0.00003326141,0.0000406245,0.0000734554],"domain_scores_gemma":[0.999516,0.0002461282,0.00004294594,0.00004950048,0.00003742969,0.0001080582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003964897,0.00096954,0.01003615,0.0001632902,0.0001014102,0.001928917,0.0006262278,0.1746361,0.7916164,0.005065431,0.00140895,0.009482632],"study_design_scores_gemma":[0.000326318,0.001243663,0.029392,0.00002070244,0.0000439712,0.0002852618,0.0003567702,0.8477419,0.1183716,0.001348028,0.0007443452,0.0001255657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970886,0.00006200421,0.001263586,0.0001071233,0.00002355085,0.000009588708,0.00009399396,0.00005379453,0.001297909],"genre_scores_gemma":[0.9988399,0.00002546962,0.0005518213,0.00001860482,0.000006810206,0.000005578587,0.0000474813,0.00001691745,0.0004874376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002378017,"threshold_uncertainty_score":0.007955253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371161063985882,"score_gpt":0.2830839949345232,"score_spread":0.2693723842946644,"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."}}