{"id":"W2076768441","doi":"10.1016/j.ijheatmasstransfer.2012.04.026","title":"A detailed comparison between Navier–Stokes and DSMC simulations of multicomponent gaseous flow in microchannels","year":2012,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Knudsen number; Mechanics; Temperature jump; Slip (aerodynamics); Boundary value problem; Thermodynamics; Reynolds-averaged Navier–Stokes equations; Isothermal process; Materials science; Reynolds number; Navier–Stokes equations; Slip ratio; Flow (mathematics); Physics; Computational fluid dynamics; Compressibility; Turbulence; Shear stress","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":[0.0003149122,0.000464194,0.0007115534,0.0004085805,0.0007016322,0.0007047602,0.0008523384,0.001016206,0.003527125],"category_scores_gemma":[0.0008974292,0.0002693556,0.0005144054,0.0006233606,0.0004727981,0.0004681111,0.0003241029,0.0005635759,0.0001841691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007535032,"about_ca_system_score_gemma":0.001132781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832291,"about_ca_topic_score_gemma":0.008637263,"domain_scores_codex":[0.9998466,0.00003029827,0.000008546167,0.00001921307,0.00005288751,0.00004241246],"domain_scores_gemma":[0.9995164,0.0002741135,0.00002502943,0.00005489033,0.00008772127,0.00004191984],"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":[0.0002065106,0.0001869412,0.002757826,0.0001054539,0.00003192129,0.000139783,0.0001325258,0.9709377,0.01309389,0.005587744,0.0007169876,0.006102601],"study_design_scores_gemma":[0.00001663167,0.00002213699,0.0006597496,0.000004787496,0.000003156234,0.000009534212,0.00002113128,0.9963211,0.002313932,0.0002559634,0.0003632705,0.000008578447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660905,0.0005342042,0.01836511,0.0003748083,0.0001008213,0.00005452131,0.0007847715,0.0004404632,0.01325493],"genre_scores_gemma":[0.9881941,0.0002101757,0.008860639,0.00007208913,0.00002189916,0.00004245227,0.0003378115,0.00009587371,0.002164962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832291,"threshold_uncertainty_score":0.0364325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180897683020188,"score_gpt":0.3169410127994433,"score_spread":0.2851320359692414,"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."}}