{"id":"W4253317948","doi":"10.2118/2004-104","title":"Small-Diameter Gas Lift Systems-A Viable Technical Solution for Transport of Fluids From Low-Pressure Reservoirs","year":2004,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Gas lift; Petroleum engineering; Lift (data mining); Materials science; Mechanics; Environmental science; Marine engineering; Computer science; Engineering; 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":[0.0001283603,0.0001507124,0.0002017566,0.0002453173,0.00004549524,0.00004070939,0.0003852424,0.0001520514,0.0001170758],"category_scores_gemma":[0.00005035006,0.0001685898,0.0000853105,0.00007715754,0.00006206237,0.000161737,0.00001126167,0.0001617442,0.00000989723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233162,"about_ca_system_score_gemma":0.0002240099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05622461,"about_ca_topic_score_gemma":0.0529044,"domain_scores_codex":[0.9989887,0.000009607685,0.0003279892,0.0002465752,0.0001736635,0.0002534651],"domain_scores_gemma":[0.9992435,0.0000259485,0.00004622979,0.0002381865,0.000273987,0.0001721407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003061497,0.0002685348,0.01079677,0.001402342,0.001469055,0.00006761195,0.0008304464,0.5241926,0.3078986,0.1173649,0.02884547,0.00655757],"study_design_scores_gemma":[0.004739712,0.0006219066,0.01874386,0.002465689,0.0003784787,0.00007754554,0.0003805141,0.2100337,0.3793167,0.03684745,0.3440262,0.00236819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7729576,0.0008037074,0.1911792,0.003729554,0.003711992,0.0007070515,0.003455053,0.0007637802,0.02269207],"genre_scores_gemma":[0.9940879,0.00005349136,0.004783323,0.00003122794,0.0001793127,0.0001155252,0.0002135898,0.00002682676,0.0005087799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3151807,"threshold_uncertainty_score":0.9643776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834733170067538,"score_gpt":0.213196343702979,"score_spread":0.1948490120023037,"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."}}