{"id":"W2040344785","doi":"10.1121/1.1365423","title":"Enhanced weak integral formulation for the mixed (u_,p_) poroelastic equations","year":2001,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Numerical methods in engineering","field":"Engineering","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Poromechanics; Biot number; Discretization; Boundary element method; Mathematical analysis; Finite element method; Displacement (psychology); Integral equation; Mathematics; Coupling (piping); Boundary value problem; Physics; Porous medium; Mechanics; Materials science; Porosity","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":[0.0006768055,0.0001549462,0.0002801175,0.00001907803,0.0001813269,0.00001642097,0.0006069623,0.00006511999,0.00003007654],"category_scores_gemma":[0.001310795,0.00007482331,0.0004353606,0.0003934077,0.0001799654,0.0001002665,0.00006609964,0.0004930115,0.00000218776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181203,"about_ca_system_score_gemma":0.00002741689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007055618,"about_ca_topic_score_gemma":4.298018e-7,"domain_scores_codex":[0.9987489,0.00007334656,0.0004964939,0.00006275382,0.0003411371,0.0002773984],"domain_scores_gemma":[0.9947475,0.004518506,0.0002249493,0.0002865695,0.0001588178,0.00006364339],"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":[0.00004127833,0.00002854756,0.000006169469,0.00003223977,0.0002194885,6.847731e-8,0.0004266681,0.8913801,0.04998228,0.0001068566,0.00248493,0.05529134],"study_design_scores_gemma":[0.0002665889,0.0001108655,0.0004092352,0.00005465908,0.0002914423,0.00001740334,0.0009671849,0.9902084,0.003311323,0.002035821,0.002227446,0.00009957881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003384953,0.0002474886,0.9936278,0.001551907,0.0007978973,0.0002147042,0.000005130225,0.00003531219,0.0001348067],"genre_scores_gemma":[0.8125027,0.0002782292,0.186685,0.0001454192,0.0003019051,0.000007178715,3.58076e-7,0.00002926007,0.00004987032],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8091178,"threshold_uncertainty_score":0.3051206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891039107455708,"score_gpt":0.2751748857161412,"score_spread":0.2562644946415842,"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."}}