{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159411,0.0001411834,0.0001016723,0.00008211647,0.00008788271,0.0002314062,0.00008323957,0.00006607514,0.00001421625],"category_scores_gemma":[0.000006357619,0.0001118801,0.00003078619,0.00009188401,0.00001406407,0.0002068666,0.00002994397,0.0002128694,0.00002327732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336387,"about_ca_system_score_gemma":0.00000892198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003154601,"about_ca_topic_score_gemma":0.000002616729,"domain_scores_codex":[0.9992573,0.00002360985,0.0001960423,0.0001913405,0.0001473623,0.0001843313],"domain_scores_gemma":[0.9997199,0.00007879292,0.000007563648,0.0001493435,0.000007732596,0.00003665538],"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":[0.0001801485,0.0002379907,0.004312227,0.0007843922,0.001456859,0.0002276835,0.06067863,0.5778623,0.1722512,0.03819982,0.02367219,0.1201365],"study_design_scores_gemma":[0.0001761602,0.00004703544,0.0005427183,0.0002130347,0.0000139446,0.000005824537,0.00007743062,0.938336,0.005420758,0.000160212,0.05485854,0.0001483875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983279,0.009722236,0.0004898944,0.0002321671,0.001113349,0.0002554699,0.000004300378,0.0002461776,0.004657441],"genre_scores_gemma":[0.9987722,0.0002269947,0.0001191318,0.00002772328,0.0001490066,0.00004556031,0.00001301115,0.00003081055,0.0006155606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3604737,"threshold_uncertainty_score":0.4562339,"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."}}