{"id":"W2296115494","doi":"10.2172/1174140","title":"Consortium for Petroleum & Natural Gas Stripper Wells PART 3 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; Petroleum; China; Natural gas; Service (business); Engineering; Business; Fossil fuel; Finance; Marketing; Political science; Waste management; 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":[0.0006834227,0.0003628959,0.0007055022,0.0002280876,0.00002273725,0.00001967494,0.0002322086,0.0003993122,0.0007202608],"category_scores_gemma":[0.0003017395,0.0003262702,0.000350412,0.00009950877,0.00003198612,0.00006383286,0.00002925597,0.0003941487,0.00002702621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000971543,"about_ca_system_score_gemma":0.0001330922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004852754,"about_ca_topic_score_gemma":0.00001459165,"domain_scores_codex":[0.9982293,0.00002695294,0.0007142047,0.0002583047,0.0004078466,0.0003633673],"domain_scores_gemma":[0.9986209,0.0002548688,0.0001205586,0.0005518875,0.0003477817,0.0001040014],"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":[0.00002741938,0.00002743933,0.0003886955,0.002523369,0.0005412525,0.000002402084,0.00005640972,0.7080958,0.0004802473,0.0002020163,0.2847351,0.002919801],"study_design_scores_gemma":[0.0003265404,0.00002159251,0.0001222071,0.0001158474,0.00007559564,0.000008227291,0.000006161393,0.04022365,0.001760025,0.00006595711,0.9568957,0.0003785047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02687191,0.01225773,0.4238284,0.00004458991,0.02301726,0.002012725,0.0005970176,0.001923628,0.5094467],"genre_scores_gemma":[0.2432977,0.007290887,0.2514614,0.00003697135,0.003601135,0.0005571132,0.001525506,0.0008549973,0.4913742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6721606,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06203095746158952,"score_gpt":0.310779394685463,"score_spread":0.2487484372238735,"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."}}