{"id":"W2092500223","doi":"10.2118/77727-ms","title":"A Novel Approach to Gas Lift Design for 40,000 BPD Subsea Producers","year":2002,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Subsea; Gas lift; Petroleum engineering; Lift (data mining); Artificial lift; Wellbore; Marine engineering; Volumetric flow rate; Production rate; Environmental science; Engineering; Computer science; Process engineering; Mechanics","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":[0.0003082014,0.0006971456,0.0004321754,0.0004678464,0.0003948714,0.0007452726,0.000584206,0.0004829162,0.003281601],"category_scores_gemma":[0.0003727656,0.000466223,0.0004432038,0.0001911293,0.0002378969,0.0002850558,0.0003787939,0.0004060767,0.0004846705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006979965,"about_ca_system_score_gemma":0.001214058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368718,"about_ca_topic_score_gemma":0.005258527,"domain_scores_codex":[0.9998153,0.00002685034,0.000006249619,0.00002611758,0.00009627753,0.0000293228],"domain_scores_gemma":[0.9999191,0.00001743476,0.00001647131,0.000005569058,0.0000347559,0.000006672514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001252772,0.0000761289,0.000652969,0.0001640195,0.00002732845,0.0002840401,0.0001504698,0.8225048,0.09580243,0.007192873,0.0009897255,0.07202997],"study_design_scores_gemma":[0.0000426339,0.0002299309,0.0003544312,0.00001319278,0.00002159321,0.00009053581,0.0000679991,0.9721954,0.01832008,0.001727835,0.006919404,0.00001693733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1358115,0.0001604606,0.8440453,0.0001474763,0.00002895192,0.0001770988,0.00008359335,0.0004917925,0.01905389],"genre_scores_gemma":[0.6820323,0.0001941527,0.3060846,0.00006682488,0.0000196088,0.0002644894,0.0001417374,0.0001219295,0.01107434],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00368718,"threshold_uncertainty_score":0.01097804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05194842267920501,"score_gpt":0.2478666088171251,"score_spread":0.19591818613792,"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."}}