{"id":"W3071559955","doi":"10.1002/nag.3112","title":"Embedded discontinuity approach for coupled hydromechanical analysis of fractured porous media","year":2020,"lang":"en","type":"article","venue":"International Journal for Numerical and Analytical Methods in Geomechanics","topic":"Numerical methods in engineering","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Discretization; Discontinuity (linguistics); Consolidation (business); Porous medium; Finite element method; Mechanics; Constitutive equation; Darcy's law; Poromechanics; Mathematics; Mathematical analysis; Geology; Geotechnical engineering; Physics; Engineering; Porosity; Structural engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004809228,0.0003592346,0.0004564775,0.0008060798,0.0002512962,0.0007244629,0.001088792,0.0007556723,0.00106157],"category_scores_gemma":[0.0008491307,0.0002646854,0.0007101639,0.0002775487,0.0009373754,0.0007911579,0.001501486,0.0008061531,0.0001190177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005317369,"about_ca_system_score_gemma":0.0004106759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204136,"about_ca_topic_score_gemma":0.0007650032,"domain_scores_codex":[0.9997588,0.00007445165,0.000009892062,0.00003467115,0.00009673704,0.0000253988],"domain_scores_gemma":[0.9997221,0.0001386637,0.0000391387,0.00002747833,0.00005096549,0.00002169968],"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":[0.00004582466,0.00007460626,0.0009449531,0.0001079733,0.00007958384,0.0003658186,0.0001318591,0.7845201,0.02442833,0.1735183,0.0002494191,0.01553327],"study_design_scores_gemma":[0.000002038524,0.000008481524,0.00007960724,0.000002713561,0.000002524767,0.00001064215,0.000006179704,0.9923321,0.0003650395,0.006878935,0.0003089315,0.000002853627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0317885,0.0002639517,0.9651138,0.00007136419,0.00002742825,0.00002792983,0.00003218403,0.00006661878,0.00260826],"genre_scores_gemma":[0.8388808,0.0004135203,0.1545649,0.00008522991,0.00005048203,0.0002103211,0.00007244435,0.0000760577,0.005646213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001204136,"threshold_uncertainty_score":0.00385803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005690280607471,"score_gpt":0.366035013763508,"score_spread":0.3259781109574333,"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."}}