{"id":"W2509605792","doi":"10.1063/1.4961045","title":"Direct numerical simulation of double-diffusive gravity currents","year":2016,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Mechanics; Gravity current; Compressibility; Boundary value problem; Dissipation; Slip (aerodynamics); Nonlinear system; Classical mechanics; Numerical analysis; Current (fluid); Mathematical analysis; Thermodynamics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000603386,0.000056771,0.0001266987,0.00001651917,0.00003222095,0.000004087872,0.00009747158,0.00002351965,0.0004148842],"category_scores_gemma":[0.00002768902,0.00003262252,0.00004491298,0.0001454462,0.00006366229,0.0001971138,0.000008140879,0.0000222882,0.0000519084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.532266e-7,"about_ca_system_score_gemma":0.00001197764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499515,"about_ca_topic_score_gemma":0.000005028446,"domain_scores_codex":[0.9995158,0.00001704501,0.0001490839,0.00007996071,0.000145251,0.00009290568],"domain_scores_gemma":[0.9995505,0.0001655403,0.00006937185,0.00008689729,0.00009293497,0.00003470781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001630728,0.0001443067,0.6252893,0.00009103119,0.00002784577,3.013561e-7,0.0002480043,0.03029143,0.001682546,0.001813726,0.00006891265,0.3401796],"study_design_scores_gemma":[0.002136713,0.0007434197,0.776264,0.0001213213,0.0000635441,9.27633e-7,0.00004494925,0.08720473,0.05842678,0.07091853,0.003615481,0.0004596778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771152,0.0001231698,0.01732331,0.00006182073,0.000109422,0.00007575934,0.0001088419,0.00001574307,0.005066764],"genre_scores_gemma":[0.9997066,0.00002093238,0.0001846934,0.000007616091,0.00003470717,3.817321e-7,0.00002494046,8.108389e-7,0.0000192724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3397199,"threshold_uncertainty_score":0.4542692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845812849594814,"score_gpt":0.2643819278496774,"score_spread":0.2359237993537293,"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."}}