{"id":"W3081468427","doi":"10.14288/1.0392965","title":"Double diffusive convection and steady 2D salt finger solutions in porous media","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Porous medium; Convection; Double diffusive convection; Mechanics; Materials science; Natural convection; Porosity; Physics; Composite material; Rayleigh 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":[0.0002086763,0.0004293989,0.0003223796,0.0007175462,0.0004065062,0.001288529,0.0004321558,0.0009988,0.001371951],"category_scores_gemma":[0.001076177,0.0001824214,0.0004611245,0.0002652768,0.001324476,0.0008086787,0.001250527,0.0004618171,0.0001079604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006699386,"about_ca_system_score_gemma":0.0005057951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005130304,"about_ca_topic_score_gemma":0.001979943,"domain_scores_codex":[0.9999117,0.00001355926,0.000006305253,0.00001877929,0.00002155104,0.00002805868],"domain_scores_gemma":[0.9996983,0.0001080357,0.00008919933,0.00001309639,0.00004178568,0.00004965524],"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":[0.0004018412,0.0001242336,0.007322896,0.000268207,0.00007691599,0.001173817,0.0007776571,0.7408447,0.07368029,0.1660316,0.0008285786,0.008469223],"study_design_scores_gemma":[0.00003584617,0.00003850713,0.001237226,0.00001515024,0.000007394848,0.00008780691,0.00009954819,0.9817717,0.002847777,0.01331927,0.0005152825,0.00002444867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118215,0.0006749479,0.07039255,0.000690749,0.00006015642,0.00005422359,0.0002153109,0.0001515149,0.01593911],"genre_scores_gemma":[0.9884547,0.0001595301,0.006424879,0.00006594304,0.00002068058,0.00003241789,0.00006010496,0.00001594474,0.00476573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005130304,"threshold_uncertainty_score":0.01020086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785198288690115,"score_gpt":0.182810822465348,"score_spread":0.1649588395784468,"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."}}