{"id":"W2092745397","doi":"10.2118/149618-pa","title":"Transient Nonisothermal Fully Coupled Wellbore/Reservoir Model for Gas-Well Testing, Part 2: Applications","year":2011,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Wellhead; Petroleum engineering; Wellbore; Backflow; Transient (computer programming); Mechanics; Well test (oil and gas); Thermal; Isothermal process; Heat transfer; Computer simulation; Real gas; Thermodynamics; Geology; Engineering; Mechanical engineering","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":[0.000246393,0.0002045571,0.0003869,0.002001772,0.0001358447,0.0000205679,0.0005935885,0.0002914812,0.0001043841],"category_scores_gemma":[0.00004622859,0.0001896194,0.0001985484,0.0006846156,0.0001001645,0.00009215108,0.00001141062,0.0004576567,0.00001960025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067463,"about_ca_system_score_gemma":0.0003169134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002097242,"about_ca_topic_score_gemma":0.03976485,"domain_scores_codex":[0.9985445,0.000009997464,0.0005521312,0.0001632983,0.0001601838,0.000569885],"domain_scores_gemma":[0.9988277,0.00003758292,0.0001543767,0.0003598375,0.0002267257,0.0003938096],"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":[0.00002586477,0.00005753684,0.0004385931,0.00007256128,0.0003124956,0.00005809974,0.0001867338,0.9872346,0.00126356,0.0002791696,0.007038828,0.003031969],"study_design_scores_gemma":[0.0005843994,0.0001530033,0.0001199352,0.00003626119,0.0001437447,0.0001313218,0.00009909747,0.8168089,0.001295833,0.001080656,0.1793095,0.0002373566],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2793556,0.002289191,0.6765812,0.006321904,0.0005217539,0.0006195983,0.0001447955,0.0005456139,0.03362036],"genre_scores_gemma":[0.9883133,0.000150391,0.01073729,0.0000988536,0.0001487451,0.00007183084,0.000004230716,0.00005824223,0.0004171388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7089577,"threshold_uncertainty_score":0.9777569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851003147398477,"score_gpt":0.1996534990484249,"score_spread":0.1811434675744401,"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."}}