{"id":"W4408645135","doi":"10.15446/dyna.v92n235.117079","title":"Approach to model the influence of faults in a geothermal reservoir","year":2025,"lang":"en","type":"article","venue":"DYNA","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Geothermal gradient; Petroleum engineering; Geology; Petrology; Geophysics","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":[0.0001725051,0.000598564,0.0005380199,0.000641835,0.0005069722,0.001255384,0.001136085,0.00147608,0.002637528],"category_scores_gemma":[0.0006897555,0.000505249,0.0007751764,0.0004036624,0.0006761247,0.0004558525,0.0006421584,0.0007778031,0.0002249449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184071,"about_ca_system_score_gemma":0.001479123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03748743,"about_ca_topic_score_gemma":0.02261481,"domain_scores_codex":[0.9998776,0.00003223624,0.000008278005,0.00003091102,0.00002833026,0.00002271495],"domain_scores_gemma":[0.9997807,0.00009873613,0.00004300741,0.00001505122,0.00004020167,0.00002227291],"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":[0.000008850771,0.00001340241,0.0005765679,0.00001092981,0.000008417066,0.00002825049,0.00001500056,0.9966069,0.0006955536,0.001136156,0.00005534175,0.0008446258],"study_design_scores_gemma":[0.00000476985,0.000006542527,0.0001213675,0.000002031347,0.000002784743,0.000007585585,0.000007017547,0.9992737,0.0001205142,0.000213242,0.0002374333,0.000003005244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4272446,0.0006866273,0.5373891,0.0006901004,0.000128079,0.0002503302,0.001745425,0.001168785,0.03069689],"genre_scores_gemma":[0.9535201,0.0002360245,0.04085441,0.00006248328,0.00002696157,0.0002344112,0.0002246128,0.00007309775,0.004768061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03748743,"threshold_uncertainty_score":0.07453847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432481042785917,"score_gpt":0.2742667360243984,"score_spread":0.2599419255965392,"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."}}