{"id":"W2022736588","doi":"10.1063/1.4711173","title":"Double diffusive convection due to a horiznotal wavy surface in a porous medium","year":2012,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; National Research Foundation; Ryerson University","keywords":"Nusselt number; Sherwood number; Boundary layer; Mechanics; Buoyancy; Rayleigh number; Natural convection; Partial differential equation; Porous medium; Geometry; Convection; Materials science; Mathematics; Physics; Mathematical analysis; Porosity; Reynolds number","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260122,0.000295831,0.0002646617,0.000337909,0.0002424387,0.0005209228,0.0001936313,0.0002868338,0.0003424762],"category_scores_gemma":[0.000387991,0.0001451716,0.0002748503,0.0001445158,0.001030669,0.0003256779,0.0008091319,0.0003085857,0.00004305422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663721,"about_ca_system_score_gemma":0.0002982964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026899,"about_ca_topic_score_gemma":0.0005364216,"domain_scores_codex":[0.9999257,0.0000129921,0.000002737462,0.000009246084,0.00002466238,0.00002462241],"domain_scores_gemma":[0.9998354,0.00006140743,0.00004000189,0.00001169104,0.00002039789,0.00003103684],"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":[0.0004442699,0.00009304856,0.004111165,0.0001876586,0.0000687929,0.001855451,0.0002337731,0.331887,0.6166075,0.03286556,0.0002833012,0.01136247],"study_design_scores_gemma":[0.00004779721,0.0001583908,0.003550137,0.000008561798,0.00001369025,0.0003110979,0.00006275238,0.9541588,0.03562757,0.005455873,0.0005774471,0.00002784195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546446,0.0003481201,0.04225588,0.00009844494,0.00002826028,0.00001977118,0.00001856322,0.00007656064,0.002509855],"genre_scores_gemma":[0.9978429,0.00007072553,0.001396332,0.000007420484,0.000006577809,0.000006691469,0.000007031552,0.000005270911,0.0006569478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001026899,"threshold_uncertainty_score":0.003383815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632784427909942,"score_gpt":0.2246218486417075,"score_spread":0.208294004362608,"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."}}