{"id":"W2914701623","doi":"10.4028/www.scientific.net/ddf.390.133","title":"Lattice Boltzmann Equations-Based Model of the Convection Melt Flow Driven by the Combined Effects of Buoyancy, Surface Tension and Magnetic Body Forces with Heat Generation","year":2019,"lang":"en","type":"article","venue":"Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forum","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Buoyancy; Lattice Boltzmann methods; Mechanics; Surface tension; Convection; Body force; Prandtl number; Fluid dynamics; Classical mechanics; Physics; Natural convection; Computational fluid dynamics; Materials science; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006639474,0.0007524494,0.0009874242,0.0002119725,0.001033252,0.0002172084,0.0004910036,0.0002639208,0.00002022874],"category_scores_gemma":[0.0002198505,0.000473446,0.0001690895,0.0004445859,0.0004736556,0.0007783548,0.001714495,0.0003886867,0.000006542066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238436,"about_ca_system_score_gemma":0.00005588917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002244037,"about_ca_topic_score_gemma":0.0007511313,"domain_scores_codex":[0.9962376,0.0003183344,0.0008940005,0.001080432,0.0007878839,0.0006817087],"domain_scores_gemma":[0.9961694,0.001262172,0.000341998,0.001748004,0.0002178264,0.0002606146],"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":[0.002975869,0.001666244,0.2235854,0.004601961,0.001056287,0.00001330112,0.003458525,0.04801737,0.6653232,0.0009346586,0.03137359,0.01699363],"study_design_scores_gemma":[0.006049377,0.0008373421,0.006022929,0.0003934329,0.0006606367,0.00001718365,0.000448512,0.9795949,0.00355384,0.0002183955,0.00156446,0.0006389697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824879,0.004922195,0.007813857,0.0002672969,0.0004588361,0.002127077,0.00167508,0.000153455,0.00009426218],"genre_scores_gemma":[0.9932603,0.003385376,0.0002700716,0.0002867257,0.0000363974,0.00003763743,0.002465365,0.0000913419,0.0001668237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9315776,"threshold_uncertainty_score":0.9997717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520204748390887,"score_gpt":0.2352899455924146,"score_spread":0.2200878981085058,"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."}}