{"id":"W2915612278","doi":"10.2118/1114-0138-jpt","title":"Technology Focus: Offshore Production (November 2014)","year":2014,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Submarine pipeline; Separator (oil production); Engineering; Produced water; Natural gas field; Petroleum engineering; Production (economics); Oil production; Gas lift; Marine engineering; Environmental science; Natural gas; Waste management","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":[0.0007091637,0.0008838948,0.0002667181,0.002452994,0.001109383,0.00303633,0.0006105601,0.001162353,0.2905657],"category_scores_gemma":[0.001067637,0.000289136,0.0003608346,0.0023798,0.000279674,0.001905746,0.001885877,0.0009365067,0.1525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722411,"about_ca_system_score_gemma":0.002576818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877641,"about_ca_topic_score_gemma":0.00914319,"domain_scores_codex":[0.9994266,0.00003771179,0.00002866241,0.0001025314,0.0002780289,0.0001264279],"domain_scores_gemma":[0.9988505,0.00009254608,0.00008359,0.00007168669,0.0005371704,0.0003645098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001611664,0.0001279317,0.002042482,0.0007865918,0.00001046133,0.0005152963,0.0001384805,0.0004850382,0.006234719,0.003037469,0.7749821,0.2114783],"study_design_scores_gemma":[0.000007113405,0.00006580904,0.005151993,0.000112046,0.0000026832,0.0001370304,0.0001286369,0.00007990128,0.001238999,0.000258778,0.9928091,0.000007850555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01214715,0.007433636,0.003511133,0.004559054,0.005813521,0.0005006947,0.01535543,0.001560568,0.9491188],"genre_scores_gemma":[0.03284225,0.007975623,0.001473369,0.001548979,0.001076897,0.000233172,0.01119633,0.0004600168,0.9431934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2905657,"threshold_uncertainty_score":0.9720392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003867009628236755,"score_gpt":0.2043704036939897,"score_spread":0.200503394065753,"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."}}