{"id":"W4415139112","doi":"10.2118/228161-ms","title":"A Novel Reservoir-Transient Wellbore Coupling Procedure for Carbon Storage in Depleted Reservoirs","year":2025,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Virtual Materials Group (Canada)","funders":"","keywords":"Wellbore; Inflow; Transient (computer programming); Enhanced oil recovery; Flow (mathematics); Coupling (piping); Controller (irrigation); Vaporization","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":[0.0003253344,0.0004575309,0.0004559209,0.0002813479,0.0003809983,0.0004471494,0.0009561072,0.0004693296,0.002471837],"category_scores_gemma":[0.0007697069,0.0002873364,0.0003807913,0.0001514463,0.0002980923,0.0005403635,0.0008898303,0.0007003637,0.0002623731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003358464,"about_ca_system_score_gemma":0.0008292331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002983828,"about_ca_topic_score_gemma":0.003030777,"domain_scores_codex":[0.9998769,0.0000220189,0.00001203018,0.00002729728,0.00004145724,0.00002031051],"domain_scores_gemma":[0.9997441,0.00009258491,0.00003227423,0.00005349764,0.00005063074,0.00002690048],"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":[0.0001603991,0.0001479318,0.001473724,0.000144732,0.00003871055,0.0002711924,0.000233069,0.8528063,0.1074778,0.007475123,0.0004267644,0.02934421],"study_design_scores_gemma":[0.00001193484,0.00004783705,0.0001056924,0.00000318443,0.00000426799,0.00001187061,0.000009873061,0.9830357,0.01565323,0.0003881927,0.0007190454,0.000009247476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1618861,0.00006555951,0.8317826,0.00006347989,0.0000552433,0.0002211482,0.0001638834,0.002112733,0.003649133],"genre_scores_gemma":[0.8998991,0.00003604056,0.0984067,0.00002100283,0.000004034764,0.0001874667,0.000109499,0.0001577168,0.00117853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002983828,"threshold_uncertainty_score":0.008269131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444520202919499,"score_gpt":0.2536747213070225,"score_spread":0.2392295192778275,"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."}}