{"id":"W2290336320","doi":"10.1615/ichmt.2015.intsympadvcomputheattransf.860","title":"LAMINAR, TRANSITIONAL, AND TURBULENT NATURAL CONVECTIVE HEAT TRANSFER FROM A HORIZONTAL RECTANGULAR ISOTHERMAL ELEMENT IMBEDDED IN A FLAT ADIABATIC SURROUNDING SURFACE","year":2015,"lang":"en","type":"article","venue":"Proceeding of Proceedings of CHT-15. 6th International Symposium on ADVANCES IN COMPUTATIONAL HEAT TRANSFER , May 25-29, 2015, Rutgers University, New Brunswick, NJ, USA","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Nusselt number; Prandtl number; Laminar flow; Mechanics; Natural convection; Adiabatic process; Rayleigh number; Buoyancy; Heat transfer; Turbulence; Materials science; Thermodynamics; Physics; Reynolds number","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":[0.0002117503,0.0003660613,0.0005950491,0.0002565185,0.000288503,0.0004972556,0.0004938389,0.0004339317,0.00145077],"category_scores_gemma":[0.0004676533,0.0002122348,0.0004238347,0.0003303558,0.0005566433,0.0003092245,0.0004098747,0.0002536621,0.0002009877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003533781,"about_ca_system_score_gemma":0.0005141949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859976,"about_ca_topic_score_gemma":0.001394086,"domain_scores_codex":[0.9999058,0.00001146453,0.000005518479,0.00001820885,0.00003744964,0.00002153347],"domain_scores_gemma":[0.9998137,0.00009281308,0.00003075021,0.00002103011,0.00002686167,0.00001489781],"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":[0.0003860368,0.0001796894,0.005285353,0.0002598347,0.00004347422,0.0003662351,0.0003762231,0.7233695,0.2495582,0.004537098,0.000166898,0.01547139],"study_design_scores_gemma":[0.00003487738,0.0006206484,0.005076078,0.00001569925,0.0000274209,0.0001194715,0.0001225965,0.9251953,0.06730802,0.0004909314,0.0009641664,0.00002481351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760101,0.00009830928,0.02022414,0.00001828256,0.00001157453,0.00002715518,0.00006282548,0.00006786346,0.003479787],"genre_scores_gemma":[0.9887607,0.00008178699,0.008699495,0.000003605522,0.000003653116,0.0000239767,0.00006957396,0.00001233128,0.00234486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001859976,"threshold_uncertainty_score":0.004853308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00997111831267984,"score_gpt":0.2322115284579311,"score_spread":0.2222404101452513,"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."}}