{"id":"W4401480762","doi":"10.56952/arma-2024-0124","title":"A Simplified Finite Element Algorithm and Coupled THM Problems in Stress-Sensitive Naturally Fractured Reservoirs During Injection/Production","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Finite element method; Stress (linguistics); Production (economics); Computer science; Petroleum engineering; Algorithm; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009083793,0.0007684877,0.001101962,0.0006810871,0.0007060778,0.0009879777,0.001536671,0.002830026,0.004386329],"category_scores_gemma":[0.002097799,0.0007754601,0.0008721382,0.0005510505,0.0009771739,0.0005479752,0.001390985,0.001225703,0.0005010692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007309201,"about_ca_system_score_gemma":0.001355963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094754,"about_ca_topic_score_gemma":0.007795298,"domain_scores_codex":[0.9996946,0.0001078593,0.00001971118,0.00005896673,0.00007655798,0.00004242482],"domain_scores_gemma":[0.9988191,0.000802848,0.000102032,0.0000469734,0.0001747738,0.00005423362],"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":[0.00004166198,0.00002734944,0.0006181151,0.00005381653,0.00001231249,0.00009331043,0.00004968978,0.9887387,0.001254201,0.001531349,0.0001841081,0.007395365],"study_design_scores_gemma":[0.000003941841,0.000009360475,0.00003431006,0.000003184027,0.000001525114,0.000005965777,0.000008829014,0.9993968,0.0001172289,0.0002524566,0.0001645821,0.000001871488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05752503,0.0002099774,0.9351585,0.0003426921,0.0000682816,0.0001734853,0.0001514782,0.0003657182,0.006004866],"genre_scores_gemma":[0.5864285,0.0002021135,0.4027727,0.000167964,0.00004982005,0.0007239245,0.0003466667,0.0001797326,0.009128674],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01094754,"threshold_uncertainty_score":0.02176762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005613692898120526,"score_gpt":0.2135470787642897,"score_spread":0.2079333858661692,"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."}}