{"id":"W4236910870","doi":"10.2118/2005-164","title":"History Match of the UTF Phase A Project with Coupled Reservoir Geomechanical Simulation","year":2005,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Reservoir simulation; Phase (matter); Petroleum engineering; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009471912,0.0005270349,0.0005430952,0.0007181687,0.0005141804,0.0008411322,0.0009307949,0.001052297,0.003023306],"category_scores_gemma":[0.002659657,0.0003824388,0.0004482485,0.0005625734,0.0003624371,0.0008808416,0.0007780159,0.0007123754,0.0002848678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000992096,"about_ca_system_score_gemma":0.001213014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02385306,"about_ca_topic_score_gemma":0.0130365,"domain_scores_codex":[0.9996725,0.00009346299,0.00002278042,0.00005421602,0.0001110103,0.00004591834],"domain_scores_gemma":[0.9992298,0.000309871,0.00006862681,0.0001098983,0.0002185647,0.00006329528],"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":[0.0001152327,0.0001540625,0.009029957,0.00003395394,0.00002669511,0.0001003055,0.00008201848,0.9739706,0.002783794,0.001281788,0.0005162531,0.01190526],"study_design_scores_gemma":[0.00001164677,0.00002936024,0.001058162,0.000002061635,0.000002409068,0.000004238082,0.00001283554,0.9975057,0.001009399,0.0001436723,0.0002156448,0.000004823205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909099,0.00006812434,0.07319881,0.0002050765,0.00004799732,0.0002586975,0.001195683,0.001483729,0.01444291],"genre_scores_gemma":[0.9876748,0.00001430438,0.01126143,0.00002012263,0.000004286124,0.00007891365,0.0003885055,0.00006686243,0.0004907688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385306,"threshold_uncertainty_score":0.04742843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184458158638233,"score_gpt":0.2494723070849215,"score_spread":0.2276277254985392,"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."}}