{"id":"W4312038416","doi":"10.1016/j.geoen.2022.211376","title":"A mathematical model of CO2 miscible front migration in tight reservoirs with injection-production coupling technology","year":2022,"lang":"en","type":"article","venue":"Geoenergy Science and Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Coupling (piping); Front (military); Petroleum engineering; Mechanics; Materials science; Geology; Engineering; Physics; Mechanical engineering; Composite material","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":[0.0007017326,0.001076904,0.00146421,0.001060727,0.001312926,0.002552485,0.002544156,0.004991774,0.006701066],"category_scores_gemma":[0.002601757,0.0010469,0.001306725,0.001113392,0.002306246,0.003636417,0.002157107,0.00225151,0.000690375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725059,"about_ca_system_score_gemma":0.002193918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03395836,"about_ca_topic_score_gemma":0.0145461,"domain_scores_codex":[0.9997014,0.00007668207,0.00001328603,0.00007891397,0.00005530513,0.00007442934],"domain_scores_gemma":[0.9991418,0.000425191,0.0001282591,0.00003554154,0.0001822504,0.00008687434],"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":[0.00004416311,0.00005763004,0.0003991059,0.0001050954,0.00002468812,0.000174823,0.00006593482,0.8963897,0.001519273,0.09857894,0.001346788,0.001294034],"study_design_scores_gemma":[0.00001093279,0.00001008672,0.00007576544,0.000005514889,0.000006550767,0.00001428554,0.00002075502,0.9931211,0.00009285835,0.006261313,0.0003701023,0.00001083962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2071811,0.003788902,0.5906668,0.009612732,0.000895414,0.000273844,0.001939831,0.0005265539,0.1851148],"genre_scores_gemma":[0.9219344,0.001098503,0.01062888,0.0005095283,0.0001548456,0.0002246694,0.0003029555,0.0001110931,0.06503521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03395836,"threshold_uncertainty_score":0.06752145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006431869848065994,"score_gpt":0.1881819239603673,"score_spread":0.1817500541123013,"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."}}