{"id":"W1982789288","doi":"10.1016/j.jngse.2015.03.038","title":"Induced flow by coiled tubing gas injection in depleted gas wells: Modeling and applications","year":2015,"lang":"en","type":"article","venue":"Journal of Natural Gas Science and Engineering","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Government of Shandong Province; China Scholarship Council; National Natural Science Foundation of China; Fundamental Research Funds for the Central Universities; National Science Foundation","keywords":"Petroleum engineering; Flow (mathematics); Coiled tubing; Environmental science; Chemistry; Mechanics; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007780641,0.000163627,0.000218686,0.0004724048,0.00006265898,0.0001198333,0.0001533144,0.00006894868,4.371898e-7],"category_scores_gemma":[0.0001409003,0.0001547113,0.00002646407,0.0007277583,0.00002931089,0.0007049174,0.00003195299,0.0004810783,7.095283e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838105,"about_ca_system_score_gemma":0.00004325138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001229226,"about_ca_topic_score_gemma":0.000002571938,"domain_scores_codex":[0.9988438,0.00000608837,0.0003399237,0.0001522082,0.0003378661,0.0003200426],"domain_scores_gemma":[0.9994509,0.00003495695,0.00004313304,0.00008800501,0.0001520339,0.0002309208],"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":[0.000004183755,0.000004609946,0.00006544159,0.00003216851,0.000007325603,0.000003922363,0.0002640829,0.9250721,0.06537428,0.00001429157,0.00003717627,0.009120386],"study_design_scores_gemma":[0.000373344,0.00003997936,0.00005141461,0.0001311807,0.00000942248,0.0001823488,0.0001545015,0.9954504,0.003053349,0.0000629897,0.0003168742,0.0001741551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453754,0.003251159,0.05051535,0.00006015129,0.0005288699,0.00008929156,8.435621e-7,0.00009161364,0.00008733123],"genre_scores_gemma":[0.9965912,0.0003236808,0.002892786,0.00001154542,0.0001512597,0.000004409842,8.163016e-7,0.00002174515,0.000002598235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07037831,"threshold_uncertainty_score":0.6308944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105258206317181,"score_gpt":0.2043580975190218,"score_spread":0.1938322768873036,"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."}}