{"id":"W2059677665","doi":"10.1121/1.1289924","title":"Convergence of poroelastic finite elements based on Biot displacement formulation","year":2001,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Agence de l'Environnement et de la Maîtrise de l'Energie","keywords":"Poromechanics; Biot number; Displacement (psychology); Convergence (economics); Finite element method; Porous medium; Mathematical analysis; Wavelength; Mathematics; Mechanics; Physics; Materials science; Porosity; Optics; Composite material","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":[0.0005800982,0.0001247679,0.0002450519,0.0000308131,0.00007478027,0.000005964345,0.0004726034,0.00004075173,0.0002160199],"category_scores_gemma":[0.0002755091,0.00007031943,0.0002134355,0.0003266246,0.0002367754,0.0000517076,0.0000744394,0.0003239188,0.000005289205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437355,"about_ca_system_score_gemma":0.00005410644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066454,"about_ca_topic_score_gemma":1.538996e-7,"domain_scores_codex":[0.998297,0.00007282727,0.0005395984,0.00005981763,0.0007793359,0.0002513943],"domain_scores_gemma":[0.9982187,0.0009798812,0.0002916906,0.0002696696,0.0001621445,0.00007794954],"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":[0.0001598572,0.0001175639,0.000754355,0.00008514029,0.0001358779,4.747573e-7,0.000179242,0.968331,0.02504098,0.00000440546,0.003026563,0.002164524],"study_design_scores_gemma":[0.0004658676,0.0003726103,0.00241163,0.00009429902,0.0001212742,0.000003567135,0.0004035676,0.9940301,0.00159511,0.0001801955,0.00025139,0.00007034765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06135772,0.00006188615,0.9370477,0.000838766,0.0001958906,0.0001787339,0.00001639949,0.00001001145,0.0002929313],"genre_scores_gemma":[0.9897282,0.0002416927,0.00968528,0.0002072396,0.00007346253,0.000001182455,8.196988e-7,0.00001713675,0.0000449474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9283705,"threshold_uncertainty_score":0.2867543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507374185004717,"score_gpt":0.2576899218997413,"score_spread":0.2426161800496942,"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."}}