{"id":"W2047689221","doi":"10.2118/163641-ms","title":"Upscaling of Geomechanics in Heterogeneous Compacting Reservoirs","year":2013,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Saudi Aramco","keywords":"Geomechanics; Geology; Compaction; Grid; Geotechnical engineering; Scale (ratio); Flow (mathematics); Petroleum engineering; Geometry; Mathematics","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":[0.0003304122,0.000385394,0.0003760809,0.0004463269,0.000220189,0.000563042,0.0005296241,0.0003812534,0.0006695489],"category_scores_gemma":[0.001192948,0.0002177416,0.0003391981,0.0003953347,0.0004237613,0.0006991942,0.0006210311,0.0004405074,0.00006784332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305558,"about_ca_system_score_gemma":0.0003415766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004875017,"about_ca_topic_score_gemma":0.003587944,"domain_scores_codex":[0.9999062,0.00001748697,0.000008103491,0.00002111618,0.00003150562,0.00001562029],"domain_scores_gemma":[0.9995527,0.0001983191,0.00006376499,0.0000955278,0.00005304099,0.00003672851],"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":[0.00007392016,0.00007618361,0.005714878,0.00002708807,0.00001808495,0.0001055428,0.00007032836,0.9627428,0.01952172,0.0007053437,0.00004625668,0.01089794],"study_design_scores_gemma":[0.000004223419,0.00003313042,0.001001298,0.000001575596,0.000003613157,0.000007158494,0.00001317086,0.9952022,0.003507295,0.0001613611,0.00006151028,0.000003459951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589089,0.0000379244,0.03966723,0.00003255194,0.000007468141,0.00002920482,0.00006549749,0.000273348,0.0009779637],"genre_scores_gemma":[0.9930393,0.00001353868,0.006783095,0.000003975419,0.000001244466,0.000008866227,0.00002840748,0.00001434384,0.0001071524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004875017,"threshold_uncertainty_score":0.009693265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090320627469981,"score_gpt":0.2570145376773459,"score_spread":0.2361113314026461,"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."}}