{"id":"W1972642295","doi":"10.2118/88989-pa","title":"New Iterative Coupling Between a Reservoir Simulator and a Geomechanics Module","year":2004,"lang":"en","type":"article","venue":"SPE Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geomechanics; Coupling (piping); Convergence (economics); Modular design; Computer science; Iterative method; Flow (mathematics); Computational science; Algorithm; Applied mathematics; Mechanics; Mathematical optimization; Mathematics; Geology; Mechanical engineering; Engineering; Geotechnical engineering; Physics","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":[0.0008063629,0.0005096375,0.0005864749,0.0003706464,0.0002944208,0.0007319877,0.002058357,0.0007638402,0.002288802],"category_scores_gemma":[0.002202219,0.0006251048,0.00056078,0.0002220551,0.0004557002,0.001085749,0.001481318,0.0009681743,0.0004771333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004734845,"about_ca_system_score_gemma":0.001092616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961963,"about_ca_topic_score_gemma":0.00153335,"domain_scores_codex":[0.9994254,0.0001374949,0.00004169968,0.00007094019,0.0002583727,0.000066037],"domain_scores_gemma":[0.9991363,0.0003193871,0.00008774296,0.0001892281,0.0002018909,0.00006551357],"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":[0.0001255762,0.0001333356,0.002442769,0.00006850351,0.00008628363,0.0002146718,0.0002009877,0.9102495,0.03484258,0.01213979,0.000615791,0.03888024],"study_design_scores_gemma":[0.00001102787,0.00003508086,0.0001194411,0.000002813198,0.000007073674,0.00002439369,0.000004534479,0.9944066,0.004072704,0.0006108542,0.0006985995,0.000006928652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06098355,0.00001820626,0.9339381,0.00004283356,0.00002570527,0.00009036339,0.00004413193,0.0022762,0.002580868],"genre_scores_gemma":[0.6526232,0.00003437796,0.3439356,0.00004570509,0.00001713009,0.000288526,0.0001218132,0.0003909332,0.002542696],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002288802,"threshold_uncertainty_score":0.007656753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112357772886917,"score_gpt":0.2359485685277835,"score_spread":0.2247127912390918,"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."}}