{"id":"W2060005083","doi":"10.1002/fld.1681","title":"A non‐conforming finite‐element method for solving non‐hydrostatic free‐surface flow problems","year":2007,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Discretization; Free surface; Finite element method; Hydrostatic equilibrium; Flow (mathematics); Mechanics; Mathematics; Hydrostatic pressure; Numerical analysis; Mathematical analysis; Physics","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":[0.005107424,0.0002284706,0.0003443599,0.0002460725,0.0001921085,0.0001770751,0.0007236988,0.00009277053,0.0003128022],"category_scores_gemma":[0.001328322,0.0001922063,0.0002553178,0.0002392242,0.00003832611,0.0003384752,0.00009464673,0.0003608087,0.000006964473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006928676,"about_ca_system_score_gemma":0.00009949002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006205128,"about_ca_topic_score_gemma":0.0005190545,"domain_scores_codex":[0.9976875,0.00007001649,0.000887252,0.0003025021,0.0004636647,0.0005891084],"domain_scores_gemma":[0.9961529,0.002952686,0.0002269522,0.0001466696,0.0002955374,0.0002252012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004061147,0.00006486908,0.007837777,0.00004398833,0.0001126308,0.00002661092,0.0005143458,0.1146862,0.001541681,0.0001757654,0.0004298274,0.8741602],"study_design_scores_gemma":[0.001417055,0.0004045031,0.002802197,0.00007738092,0.00002502205,0.0001037629,0.0001993333,0.9456719,0.0007266462,0.02568499,0.02263116,0.0002561065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003374582,0.00008558734,0.9909402,0.0007279975,0.003100013,0.0005229916,0.0001778834,0.00001950166,0.001051232],"genre_scores_gemma":[0.01540279,0.00004654784,0.9829383,0.0004982899,0.0004233511,0.000009125123,0.0001084163,0.00001478988,0.0005584274],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.873904,"threshold_uncertainty_score":0.7837947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612665076445016,"score_gpt":0.3632270587149167,"score_spread":0.3371004079504666,"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."}}