{"id":"W2997831965","doi":"10.18280/mmep.060416","title":"On Simulation of the Natural Convection Heat Transfer Between Circular Cylinder and an Elliptical Enclosure Filled with Nanofluid [Part I: The Effect of MHD and Internal Heat Generation/Absorption]","year":2019,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enclosure; Nanofluid; Mechanics; Natural convection; Magnetohydrodynamics; Heat transfer; Cylinder; Internal heating; Materials science; Convection; Physics; Mechanical engineering; Magnetic field; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002365008,0.0004976402,0.000847012,0.0002853549,0.0007799768,0.0005853064,0.0006577079,0.00155782,0.002301024],"category_scores_gemma":[0.0006761918,0.0002565215,0.0007111226,0.0003465193,0.0006652032,0.0004630995,0.0005260304,0.000605333,0.0001688584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005510658,"about_ca_system_score_gemma":0.0005945391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264503,"about_ca_topic_score_gemma":0.004705312,"domain_scores_codex":[0.9998749,0.0000243345,0.000005141736,0.00001888879,0.00003077809,0.00004589537],"domain_scores_gemma":[0.9996321,0.000218559,0.000044265,0.00001995665,0.00005238368,0.00003273951],"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":[0.0001488856,0.0000838713,0.002195859,0.0001416625,0.0000235831,0.0002876637,0.000173606,0.9783955,0.0142227,0.001398428,0.0002442675,0.002684051],"study_design_scores_gemma":[0.00001215198,0.00008033305,0.0006133049,0.00000690623,0.000004998276,0.00001953045,0.00004307241,0.9955635,0.00325906,0.0001551789,0.0002344337,0.000007539783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664755,0.0002209625,0.02282359,0.0001777474,0.00006016315,0.00007220295,0.0002571316,0.0001895809,0.0097232],"genre_scores_gemma":[0.9931405,0.00008953325,0.004398422,0.00001659394,0.000006447181,0.00005575089,0.00009543253,0.00001865753,0.00217861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264503,"threshold_uncertainty_score":0.02514285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138241014949288,"score_gpt":0.1969318397540153,"score_spread":0.1855494296045224,"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."}}