{"id":"W2916698898","doi":"10.2172/1174139","title":"Consortium for Petroleum & Natural Gas Stripper Wells PART 2 OF 3","year":2011,"lang":"en","type":"report","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Petroleum industry; Natural gas; Petroleum; China; Engineering; Service (business); Business; Fossil fuel; Operations management; Finance; Political science; Waste management; Marketing; Environmental engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006733024,0.0003590931,0.0006991781,0.0002255418,0.0000224587,0.00001944934,0.0002296228,0.0003957472,0.0007205817],"category_scores_gemma":[0.0002947825,0.0003227399,0.0003469027,0.00009825228,0.00003153277,0.00006310735,0.00002891826,0.000390552,0.00002597996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009560566,"about_ca_system_score_gemma":0.0001307297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004800877,"about_ca_topic_score_gemma":0.00001439257,"domain_scores_codex":[0.998247,0.00002664478,0.0007074978,0.0002555503,0.0004036562,0.0003595997],"domain_scores_gemma":[0.998641,0.0002508864,0.0001193516,0.0005465052,0.0003394103,0.00010287],"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":[0.00002628692,0.00002668799,0.000365825,0.002446529,0.0005292404,0.000002382902,0.00005511419,0.7055095,0.0004480232,0.0002032018,0.2874838,0.002903321],"study_design_scores_gemma":[0.0003203196,0.00002137317,0.000120222,0.000113208,0.00007520397,0.000008241271,0.000006042896,0.03992173,0.001688136,0.00006554352,0.9572865,0.0003734938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02644266,0.01238083,0.4135217,0.00004430894,0.02285762,0.001995629,0.000586679,0.001916737,0.5202538],"genre_scores_gemma":[0.2397635,0.007479487,0.2533445,0.00003730488,0.003661127,0.0005608629,0.00158303,0.0008617892,0.4927084],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6698027,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06085711824823224,"score_gpt":0.3105982107960219,"score_spread":0.2497410925477896,"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."}}