{"id":"W2067422692","doi":"10.1115/1.4001184","title":"Analysis of Unsteady Confined Viscous Flows With Variable Inflow Velocity and Oscillating Walls","year":2010,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Inflow; Mechanics; Flow (mathematics); Reynolds number; Oscillation (cell signaling); Mathematics; Physics; Turbulence","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":[0.0001646559,0.00031351,0.0002759479,0.0004220627,0.0001977906,0.0002955773,0.0002462598,0.0002250796,0.0002537373],"category_scores_gemma":[0.0004501718,0.000104405,0.0002771639,0.0002203782,0.0004584202,0.0002083635,0.0002924713,0.0002006095,0.0000330434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881622,"about_ca_system_score_gemma":0.0004131853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558514,"about_ca_topic_score_gemma":0.001449423,"domain_scores_codex":[0.9999262,0.0000130959,0.000004436059,0.00001298059,0.00003056823,0.00001275291],"domain_scores_gemma":[0.9998478,0.00006992166,0.00003709367,0.000009558311,0.00002251847,0.00001315946],"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":[0.0001538513,0.0001302741,0.005420325,0.0001460377,0.00005447149,0.000661499,0.0002307171,0.7981581,0.1675086,0.007303684,0.0001970853,0.02003535],"study_design_scores_gemma":[0.000004523534,0.00003620493,0.002515435,0.000003296567,0.000004612093,0.00003442864,0.0000306013,0.9902576,0.006466685,0.0004295177,0.0002094229,0.000007633147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265517,0.0002472527,0.07112961,0.00003769932,0.00001390622,0.00002613369,0.00003796747,0.00008012979,0.001875591],"genre_scores_gemma":[0.9919743,0.0001185996,0.007050292,0.000006559166,0.000006681896,0.00001950509,0.00004873017,0.00001261892,0.0007626419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002558514,"threshold_uncertainty_score":0.005087256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00345004923384113,"score_gpt":0.1792807021706542,"score_spread":0.175830652936813,"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."}}