{"id":"W2941750299","doi":"10.1051/m2an/2020007","title":"A Banach spaces-based analysis of a new fully-mixed finite element method for the Boussinesq problem","year":2020,"lang":"en","type":"article","venue":"ESAIM Mathematical Modelling and Numerical Analysis","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematics; Banach space; Finite element method; Mathematical analysis; Applied mathematics; Hilbert space; Linear subspace; Bernoulli's principle; Heat equation; Pure mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006386152,0.0003403788,0.001326599,0.0003049512,0.0001325098,0.00007002029,0.0002543685,0.0000957712,0.0001012311],"category_scores_gemma":[0.0004342503,0.0002352611,0.0007864105,0.004109354,0.00007365915,0.00005958014,0.0000567023,0.0002248278,0.00000363983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000322274,"about_ca_system_score_gemma":0.00002422685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002202881,"about_ca_topic_score_gemma":0.000001705417,"domain_scores_codex":[0.9977139,0.0001113202,0.0009580636,0.0004299958,0.0004328906,0.0003538435],"domain_scores_gemma":[0.9922707,0.006728248,0.0002156516,0.0003437105,0.0001300728,0.0003116102],"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":[0.00003444617,0.00006605871,0.00001523112,0.0003118861,0.005289765,0.000003938424,0.000520655,0.9775409,0.00001833616,0.006352955,0.00004345301,0.00980236],"study_design_scores_gemma":[0.0002520331,0.00007987044,0.000003661869,0.00001863324,0.01164115,0.000002372889,0.0001110365,0.9225242,0.0001079964,0.06474911,0.0002562868,0.0002536991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004695743,0.0003321555,0.9968023,0.001750984,0.00001696828,0.0003721458,0.00003512301,0.0001593529,0.00006138931],"genre_scores_gemma":[0.1632947,0.00001527774,0.8362902,0.0002143044,0.00004893283,0.00006758475,0.00001490319,0.00003895356,0.00001518372],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1628251,"threshold_uncertainty_score":0.9593672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05299520246499128,"score_gpt":0.3167473776742556,"score_spread":0.2637521752092643,"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."}}