{"id":"W2032847692","doi":"10.1190/1.2149657","title":"Coupled geomechanical and flow modeling of compacting reservoirs","year":2005,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Petroleum engineering; Flow (mathematics); Geomechanics; Geotechnical engineering; Mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003864896,0.0001045961,0.0002118778,0.00006641708,0.00009813804,0.00002419982,0.0001705975,0.00005849309,0.0000213553],"category_scores_gemma":[0.00006078273,0.00007419515,0.00006225479,0.0001330461,0.00003080568,0.00007676873,0.0000430745,0.0002450669,0.00002760702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003514246,"about_ca_system_score_gemma":0.000005429548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004206462,"about_ca_topic_score_gemma":0.00004571511,"domain_scores_codex":[0.9993194,0.0000234411,0.0002046953,0.0001060338,0.0001308452,0.0002156234],"domain_scores_gemma":[0.9995261,0.0001352991,0.00002415072,0.000234617,0.00002208861,0.00005775967],"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":[0.000004245162,0.000005559161,0.00002390271,0.00003574983,0.00005220382,7.134203e-7,0.0007090389,0.9946741,0.002257377,0.00001599102,0.0002382432,0.001982804],"study_design_scores_gemma":[0.0001363392,0.000006826783,0.00001488425,0.00004844366,0.00003349974,0.000005252282,0.0001224294,0.9966671,0.002016417,0.00007860758,0.0007806017,0.00008961774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271854,0.0008474999,0.06811502,0.0007293842,0.0001072035,0.00006307838,0.000001620262,0.0001801542,0.002770598],"genre_scores_gemma":[0.9982947,0.00009273444,0.001142625,0.00002827503,0.0002204625,0.000002384587,0.000001826106,0.00002254771,0.0001944717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07110923,"threshold_uncertainty_score":0.302559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004056365422669,"score_gpt":0.2427473072799113,"score_spread":0.2227067436256846,"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."}}