{"id":"W2888882097","doi":"10.2118/190950-ms","title":"Impact of Gas Lift Design in Unconventional Wells - A Delaware Basin Operator's Perspective","year":2018,"lang":"en","type":"article","venue":"","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xenon Pharmaceuticals (Canada)","funders":"","keywords":"Gas lift; Lift (data mining); Computer science; Production (economics); Industrial engineering; Petroleum engineering; Engineering; Data mining","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":[0.001535639,0.0003429832,0.0001851138,0.0002857718,0.0006660447,0.001324806,0.000751755,0.0005523089,0.001771725],"category_scores_gemma":[0.001857441,0.0002353065,0.0002184236,0.0003250386,0.0006194959,0.0008447161,0.0006409593,0.0004554142,0.0001134687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003711419,"about_ca_system_score_gemma":0.003368131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07848863,"about_ca_topic_score_gemma":0.2062732,"domain_scores_codex":[0.9991481,0.0002493913,0.00002782104,0.00007208689,0.0003598938,0.0001425514],"domain_scores_gemma":[0.9988133,0.0004748889,0.000110852,0.00007361078,0.0004370829,0.00009027225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00087954,0.000666561,0.08832034,0.0004964397,0.0001125952,0.002173783,0.001060493,0.6868905,0.07975993,0.009548752,0.004192543,0.1258985],"study_design_scores_gemma":[0.0001960795,0.004871869,0.1074033,0.000235233,0.0002333032,0.0007065169,0.01935644,0.7387282,0.07255582,0.005343424,0.05010262,0.0002671239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758839,0.0001994046,0.008495753,0.0007921876,0.0000148964,0.00008917288,0.0001519381,0.0001020264,0.01427079],"genre_scores_gemma":[0.9915949,0.0001166454,0.006305656,0.00005546567,0.000001995556,0.00001682235,0.00004295761,0.00001113243,0.001854538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07848863,"threshold_uncertainty_score":0.1560636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383258793316426,"score_gpt":0.2757553885069193,"score_spread":0.2619228005737551,"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."}}