{"id":"W2592700591","doi":"10.18280/mmep.030302","title":"Mathematical Modelling for the Effects of Thermophoresis and Heat Generation/Absorption on MHD Convective Flow along an Inclined Stretching Sheet in the Presence of Dufour-Soret Effects","year":2016,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thermophoresis; Magnetohydrodynamics; Convection; Flow (mathematics); Mechanics; Convective flow; Absorption (acoustics); Materials science; Heat transfer; Physics; Plasma; Nanofluid; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008626733,0.000247107,0.000376372,0.00009038155,0.00006477845,0.00003904915,0.0001868042,0.0001169953,9.256481e-7],"category_scores_gemma":[0.0003193287,0.0001412438,0.00005950151,0.0001165013,0.00008269155,0.0001396474,0.00003268861,0.0001799976,6.4773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003177996,"about_ca_system_score_gemma":0.000006546046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006515463,"about_ca_topic_score_gemma":0.000001208918,"domain_scores_codex":[0.9986876,0.00006163672,0.0004791958,0.0002403705,0.0002370209,0.0002941304],"domain_scores_gemma":[0.9942207,0.005307463,0.00003954928,0.0003266577,0.00004123023,0.00006445442],"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":[0.00001507708,0.0000621334,0.00001655442,0.002104157,0.00004844133,9.396296e-7,0.003279945,0.9520407,0.02512951,0.01659027,0.000001314407,0.0007109858],"study_design_scores_gemma":[0.0005185513,0.0001493805,0.00001925848,0.00110967,0.00005964892,0.000004085545,0.00003750573,0.9707178,0.006940263,0.02027629,4.081536e-7,0.0001670783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4975316,0.0001950322,0.501676,0.00002676114,0.00004111592,0.0004824162,0.000004442275,0.0000361753,0.000006452653],"genre_scores_gemma":[0.9770083,0.0001778295,0.02247155,0.000005406771,0.00004823208,0.0002354751,0.000002017069,0.00004909537,0.000002130146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4794767,"threshold_uncertainty_score":0.5759754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190483207237132,"score_gpt":0.2174659706706912,"score_spread":0.198417649946978,"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."}}