{"id":"W7116058756","doi":"10.82417/edaf-bj52","title":"OpenFOAM simulation of the gravity current front in submergence on an incline","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Buoyancy; Current (fluid); Gravity current; Front (military); Head (geology); Trailing edge; Turbulence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002809244,0.0004975027,0.0004950278,0.0003528799,0.0004552289,0.0005996838,0.0007995155,0.001006203,0.003933129],"category_scores_gemma":[0.001112147,0.0001658397,0.0004493686,0.0003502747,0.0005071713,0.0003888691,0.0004169887,0.0005511777,0.0002485396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672436,"about_ca_system_score_gemma":0.0009866675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02751443,"about_ca_topic_score_gemma":0.01587532,"domain_scores_codex":[0.9999111,0.00001859559,0.000003552549,0.00001273226,0.0000210581,0.00003295275],"domain_scores_gemma":[0.9996018,0.000200065,0.00003176147,0.00001846536,0.00007192585,0.00007590584],"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":[0.0001957794,0.0001305157,0.005336394,0.00005325133,0.00002755951,0.0002635548,0.0001026006,0.9836357,0.00304362,0.001851171,0.001772952,0.003586976],"study_design_scores_gemma":[0.00005359708,0.00003258311,0.001482784,0.000007595603,0.000003783322,0.00001119475,0.00003665262,0.9969177,0.0005646048,0.000261019,0.0006215002,0.000006944506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658768,0.0001125989,0.009457556,0.0002490528,0.00006768031,0.00005669027,0.001843332,0.0008375902,0.0214986],"genre_scores_gemma":[0.9872879,0.00005041428,0.008100199,0.00006378592,0.00001305309,0.00006276205,0.001708145,0.0001453931,0.002568279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02751443,"threshold_uncertainty_score":0.05470854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325256249812496,"score_gpt":0.3355222490280552,"score_spread":0.3122696865299302,"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."}}