{"id":"W1987717966","doi":"10.1115/1.1790537","title":"A Pumping System to Enhance Production From Gas Wells","year":2004,"lang":"en","type":"article","venue":"Journal of Energy Resources Technology","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy; University of Alberta; Husky Energy (Canada)","funders":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Natural Sciences and Engineering Research Council of Canada; Directorate for Computer and Information Science and Engineering","keywords":"Petroleum engineering; Natural gas; Wet gas; Volumetric flow rate; Wellbore; Flow (mathematics); Environmental science; Engineering; Mechanics; Waste management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004976132,0.0004497056,0.0004437302,0.0004094129,0.0003299098,0.0006061887,0.0009228051,0.0004296711,0.001319894],"category_scores_gemma":[0.00055251,0.0003289572,0.0003649301,0.0004648527,0.0003504949,0.0009633735,0.0005068659,0.0004569092,0.0003587623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005765219,"about_ca_system_score_gemma":0.0008337605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160912,"about_ca_topic_score_gemma":0.001294454,"domain_scores_codex":[0.9997427,0.0000404655,0.00001643258,0.00005141862,0.0001178267,0.00003115965],"domain_scores_gemma":[0.9997314,0.0001008948,0.00006448849,0.00002627747,0.00005792835,0.0000190857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002588124,0.0001111719,0.00131263,0.0003225276,0.00002136339,0.0002144125,0.00009680525,0.02814611,0.9033248,0.004495987,0.0008219066,0.06087349],"study_design_scores_gemma":[0.00008758675,0.00149442,0.003221652,0.00003110785,0.00007533719,0.0004644311,0.00003766528,0.2911322,0.6885853,0.0006942397,0.01407851,0.0000975211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3713609,0.001060149,0.6192663,0.0003205642,0.0001170668,0.0002379057,0.0003065267,0.002828903,0.004501723],"genre_scores_gemma":[0.868933,0.0005993361,0.127342,0.00004910065,0.0000237256,0.0001003548,0.0001389585,0.00005628698,0.002757209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00160912,"threshold_uncertainty_score":0.004415452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003260829698222667,"score_gpt":0.2027490207836563,"score_spread":0.1994881910854336,"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."}}