{"id":"W2044914771","doi":"10.1006/jfls.2001.0395","title":"UNSTEADY CONFINED VISCOUS FLOWS WITH OSCILLATING WALLS AND MULTIPLE SEPARATION REGIONS OVER A DOWNSTREAM-FACING STEP","year":2001,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Mechanics; Viscous liquid; Computational fluid dynamics; Compressibility; Downstream (manufacturing); Domain (mathematical analysis); Separation (statistics); Navier–Stokes equations; Unsteady flow; Viscous flow; Benchmark (surveying); Mathematics; Physics; Classical mechanics; Geology; Mathematical analysis; Engineering","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":[0.00009041153,0.0001691423,0.000253975,0.0001153047,0.0001069969,0.00008626884,0.00005258827,0.00007253954,0.00001848249],"category_scores_gemma":[0.00001853747,0.0001188503,0.00004158994,0.00008557135,0.0000330451,0.0001833554,0.00001377858,0.0001839922,1.926468e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000025588,"about_ca_system_score_gemma":0.00001684276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000352623,"about_ca_topic_score_gemma":0.0001142574,"domain_scores_codex":[0.9992144,0.00001566602,0.0003079802,0.0001087934,0.0001807462,0.0001723999],"domain_scores_gemma":[0.9996021,0.00005388579,0.00007612989,0.00009176235,0.00006647585,0.0001096919],"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":[0.0005386726,0.00004521741,0.09223231,0.0002573557,0.0007392411,0.0004198056,0.003484487,0.6677368,0.1851906,0.00352744,0.00252565,0.0433025],"study_design_scores_gemma":[0.001674902,0.0002451976,0.02127257,0.0001095863,0.00006494323,0.001236788,0.0001500466,0.9727867,0.0001974215,0.0003579825,0.001671638,0.0002322358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915928,0.001389078,0.006160033,0.00005239511,0.0001506556,0.00008956582,0.000008734261,0.00002436265,0.0005323909],"genre_scores_gemma":[0.9959396,0.0007048997,0.003120549,0.00002669663,0.0001490422,5.445566e-7,0.000003104811,0.00001838875,0.00003714251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.30505,"threshold_uncertainty_score":0.4846576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006520940625071451,"score_gpt":0.2170094318518251,"score_spread":0.2104884912267537,"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."}}