{"id":"W2767161267","doi":"","title":"Simulating Two-Phase Flow Coupled to Geomechanics in Fractured Reservoirs by Petrov-Galerkin Finite Element Method.","year":2017,"lang":"en","type":"article","venue":"51st U.S. Rock Mechanics/Geomechanics Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Geomechanics; Finite element method; Petrov–Galerkin method; Geology; Mathematics; Discontinuous Galerkin method; Galerkin method; Flow (mathematics); Mathematical analysis; Applied mathematics; Geotechnical engineering; Calculus (dental); Mechanics; Geometry; Physics; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002760753,0.001493644,0.00183921,0.001153003,0.001379182,0.0008302715,0.002910731,0.0008373124,0.0005143413],"category_scores_gemma":[0.0008976972,0.001586231,0.0006557818,0.001014048,0.000009322695,0.0007801146,0.001229195,0.001836042,0.0003520924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009991518,"about_ca_system_score_gemma":0.0001470888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008686112,"about_ca_topic_score_gemma":0.001291861,"domain_scores_codex":[0.9917863,0.0003062142,0.001968044,0.001853031,0.001576134,0.002510267],"domain_scores_gemma":[0.9937465,0.0005280714,0.0006583986,0.003589329,0.0003684839,0.00110918],"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":[0.0001468493,0.0002938476,0.000005276594,0.0002018073,0.0003499069,0.0001207148,0.0005972034,0.9039564,0.09113115,0.0004253182,0.001531162,0.001240413],"study_design_scores_gemma":[0.004429561,0.0003496587,0.000001093164,0.0002858366,0.0002337094,0.00001331714,0.0002418885,0.9390034,0.03386799,0.00350287,0.01639798,0.001672698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006615752,0.0005164752,0.985616,0.00185792,0.002263765,0.001433708,0.0003595205,0.0008497704,0.0004871176],"genre_scores_gemma":[0.9892817,0.0004900796,0.007338409,0.0005178962,0.0005426385,0.0003637149,0.000378834,0.000472392,0.0006143117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.982666,"threshold_uncertainty_score":0.9999209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127815444490305,"score_gpt":0.2759733243875673,"score_spread":0.2631917799385368,"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."}}