{"id":"W2207408749","doi":"10.1080/10255842.2012.745858","title":"Comparison of various contact algorithms for poroelastic tissues","year":2012,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics & Biomedical Engineering","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Poromechanics; Compression (physics); Compression test; Finite element method; Boundary value problem; Porosity; Structural engineering; Gapless playback; Boundary (topology); Slab; Materials science; Computer science; Porous medium; Algorithm; Engineering; Mathematics; Composite material; Mathematical analysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002315794,0.0002644475,0.0006305155,0.000566058,0.00004507487,0.0000581266,0.0008035274,0.0002058935,0.00001124629],"category_scores_gemma":[0.0002601856,0.0002589607,0.0001388653,0.00075863,0.00000761388,0.0003024554,0.0004135074,0.0002173667,0.000002902638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159296,"about_ca_system_score_gemma":0.00006533079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002455829,"about_ca_topic_score_gemma":4.670224e-7,"domain_scores_codex":[0.9976898,0.0001254863,0.0008436535,0.0003586856,0.0003649689,0.0006173521],"domain_scores_gemma":[0.9974869,0.001540445,0.000200701,0.0004055586,0.0001116902,0.0002547375],"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":[0.000005601109,0.0003137625,0.0000249188,0.0001577368,0.00005844438,0.000001571674,0.001199832,0.00007733156,0.05802067,0.8223584,0.00006384768,0.1177179],"study_design_scores_gemma":[0.0005088142,0.0003091911,0.0001050431,0.00009166163,0.00001385261,0.000010332,0.00002048832,0.9670146,0.01641116,0.004442612,0.0107845,0.0002877301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004978967,0.0007167532,0.9939571,0.0001413916,0.004238449,0.0002834645,0.00001755512,0.0001401485,0.00000726814],"genre_scores_gemma":[0.2758,0.00001082038,0.7237273,0.00005019398,0.0003302971,0.00003923618,0.00001656135,0.00001946359,0.000006107385],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9669373,"threshold_uncertainty_score":0.9999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07635551101903841,"score_gpt":0.4109369951163833,"score_spread":0.3345814840973448,"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."}}