{"id":"W2043565345","doi":"10.1115/imece2010-37360","title":"Unconditional Linear Stability of Plane Couette-Poiseuille Flow in Presence of Cross Flow","year":2010,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hagen–Poiseuille equation; Couette flow; Reynolds number; Mechanics; Taylor–Couette flow; Flow (mathematics); Instability; Linear stability; Hele-Shaw flow; Physics; Dissipation; Range (aeronautics); Laminar flow; Isothermal flow; Classical mechanics; Materials science; Open-channel flow; Thermodynamics; 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":[0.0005731414,0.0004022624,0.0004386019,0.0004897773,0.000475468,0.001176025,0.000296105,0.0005604465,0.0009228394],"category_scores_gemma":[0.002337583,0.0001991053,0.0002825387,0.0002146533,0.001239654,0.000608981,0.0009065817,0.0005689907,0.0002058062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005066328,"about_ca_system_score_gemma":0.0003662516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511723,"about_ca_topic_score_gemma":0.0007522832,"domain_scores_codex":[0.9997502,0.00004641609,0.00001065694,0.00005125417,0.00006423442,0.00007728388],"domain_scores_gemma":[0.9991614,0.0002961148,0.0002113865,0.00005709055,0.0001872252,0.00008680002],"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":[0.0009590448,0.0001390033,0.01264765,0.0001450676,0.0001034728,0.001279464,0.0008490228,0.3932768,0.5448883,0.03065972,0.0007206225,0.01433182],"study_design_scores_gemma":[0.0000353322,0.000381153,0.006886148,0.00001389315,0.00002364176,0.0001466676,0.0001346917,0.8894503,0.09919468,0.002986062,0.0006859527,0.00006145186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812748,0.0001258149,0.0159542,0.0001105746,0.000008279122,0.00001278849,0.00003720082,0.0001152836,0.002361091],"genre_scores_gemma":[0.9984165,0.00002975079,0.0009836415,0.00001152783,0.000003663647,0.00000780015,0.00002640705,0.000007437953,0.0005132263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002511723,"threshold_uncertainty_score":0.004994214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007280614251981666,"score_gpt":0.2224724346053187,"score_spread":0.2151918203533371,"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."}}