{"id":"W2037947296","doi":"10.1080/00986440903089072","title":"ONSET OF DOUBLE-DIFFUSIVE CONVECTION IN A HORIZONTAL BRINKMAN CAVITY","year":2009,"lang":"en","type":"article","venue":"Chemical Engineering Communications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Brinkman number; Mechanics; Porous medium; Darcy's law; Convection; Double diffusive convection; Boundary value problem; Natural convection; Thermodynamics; Fluid dynamics; Physics; Porosity; Rayleigh number; Mathematics; Mathematical analysis; Nusselt number; Geology; Geotechnical engineering; 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":[0.0001504479,0.0001477803,0.0001960678,0.0001537514,0.000302552,0.0006020273,0.0002103168,0.0002818042,0.0006740893],"category_scores_gemma":[0.0005818775,0.0001273166,0.0001634083,0.00005493394,0.0009119288,0.0003443121,0.0005236838,0.0002360692,0.0001054261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081679,"about_ca_system_score_gemma":0.0004864327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228827,"about_ca_topic_score_gemma":0.0004544925,"domain_scores_codex":[0.999921,0.00001344382,0.000002714445,0.00001491549,0.00002173616,0.00002624794],"domain_scores_gemma":[0.999819,0.00006678941,0.0000470726,0.00001451169,0.00002172093,0.00003092182],"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":[0.0006481154,0.0001278813,0.008521055,0.000191977,0.00003832173,0.001166081,0.0008676116,0.09108049,0.8557152,0.02851345,0.0005795737,0.01255037],"study_design_scores_gemma":[0.0001196631,0.0004898892,0.01293049,0.00003843976,0.0000251106,0.0003798956,0.0003274943,0.8282563,0.1482444,0.007652236,0.001483114,0.00005299899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907382,0.00007573286,0.007203045,0.0000669521,0.000006960173,0.00001289327,0.00001842474,0.00004476829,0.001833128],"genre_scores_gemma":[0.9986029,0.00002446775,0.0008938063,0.000007227206,0.00000359766,0.000008862519,0.0000085836,0.000005269817,0.0004453207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001228827,"threshold_uncertainty_score":0.002443314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143977751687449,"score_gpt":0.2245851038520519,"score_spread":0.2131453263351774,"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."}}