{"id":"W4250016584","doi":"10.2118/04-05-03","title":"Simulating Cold Production by a Coupled Reservoir-Geomechanics Model With Sand Erosion","year":2004,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro Geotech (Canada)","funders":"Towson University","keywords":"Geomechanics; Petroleum engineering; Permeability (electromagnetism); Geology; Geotechnical engineering; Pressure gradient; Capillary pressure; Cohesion (chemistry); Flow (mathematics); Pore water pressure; Residual oil; Erosion; Mechanics; Geomorphology; Porous medium; Porosity; Chemistry","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":[0.0003251827,0.0006180648,0.0006998556,0.0005107076,0.0005571879,0.001057969,0.001175076,0.001656257,0.002333912],"category_scores_gemma":[0.0007641875,0.0005131622,0.0007894762,0.0003965355,0.0007447997,0.0006239819,0.0008100195,0.0006572539,0.0001912425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106286,"about_ca_system_score_gemma":0.001449203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04417557,"about_ca_topic_score_gemma":0.01816544,"domain_scores_codex":[0.999873,0.00003351148,0.000007392761,0.00002382456,0.0000253939,0.00003687845],"domain_scores_gemma":[0.9995922,0.0002032667,0.0000549725,0.00002370515,0.00006628914,0.0000596052],"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":[0.00001642203,0.00001459858,0.000474253,0.000005480923,0.00000630836,0.00002895159,0.000007297023,0.9984705,0.0003658026,0.000262482,0.0000238527,0.000324092],"study_design_scores_gemma":[0.000006246887,0.00000722141,0.00009496806,6.873296e-7,0.000001967214,0.00000170022,0.000003185794,0.9997109,0.00008610938,0.00005067862,0.00003448219,0.000001936087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785991,0.0001554525,0.1071398,0.0002887846,0.0000576429,0.0001377135,0.0005325931,0.0005177136,0.01257134],"genre_scores_gemma":[0.994081,0.00004352868,0.003769776,0.00002087573,0.000004705798,0.0000674375,0.0001075732,0.0000230222,0.001882074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04417557,"threshold_uncertainty_score":0.08783686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005546991473289926,"score_gpt":0.1871147662005541,"score_spread":0.1815677747272641,"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."}}