{"id":"W2097231729","doi":"10.1002/qj.976","title":"Experiments with different discretizations for the shallow‐water equations on a sphere","year":2011,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Barotropic fluid; Shallow water equations; Discretization; Mathematics; Finite volume method; Grid; Inviscid flow; Applied mathematics; Solver; Flow (mathematics); Mathematical analysis; Mathematical optimization; Geometry; Mechanics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002790621,0.0001493486,0.0001906702,0.000008857133,0.0002733119,0.0000585552,0.001025873,0.00005805613,0.00002988222],"category_scores_gemma":[0.00005868417,0.00005060163,0.0003183912,0.00007262541,0.00008696561,0.0001171797,0.00006533693,0.0002568529,0.000002194488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004402505,"about_ca_system_score_gemma":0.00001161408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001009052,"about_ca_topic_score_gemma":9.618414e-7,"domain_scores_codex":[0.9989288,0.00005745041,0.0003084063,0.0001479781,0.0003070924,0.000250227],"domain_scores_gemma":[0.9988447,0.0004805465,0.000148413,0.000350083,0.0001022696,0.0000739639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000391549,0.002360998,0.0005544522,0.0000858552,0.001474534,0.00001391947,0.04799522,0.3874683,0.003346184,0.5326056,0.0005285285,0.02317486],"study_design_scores_gemma":[0.0009919051,0.003531698,0.001290123,0.0000878443,0.0001243874,0.00001644685,0.0007363866,0.893527,0.002111176,0.09718392,0.0001331233,0.0002659956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05658424,0.00003797048,0.9419304,0.0008923785,0.0002072044,0.000225995,0.000001208382,0.00002792021,0.00009265389],"genre_scores_gemma":[0.8799655,0.000001100932,0.1196485,0.0002243053,0.00005873403,0.00003855441,1.576683e-7,0.000009050295,0.00005406879],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8233812,"threshold_uncertainty_score":0.2102121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108901621286899,"score_gpt":0.2512054941672548,"score_spread":0.2101164779543858,"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."}}