{"id":"W2947660725","doi":"10.3968/11002","title":"Study on Development Law and Yield Replacement Method in Sazhong Development Area","year":2019,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water cut; Yield (engineering); Production (economics); Environmental science; Petroleum engineering; Stage (stratigraphy); Oil production; Water development; Oil exploration; Environmental engineering; Hydrology (agriculture); Engineering; Water resources; Geology; Geotechnical engineering; Economics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004757,0.0002916507,0.0002717895,0.0008896356,0.0003692024,0.0007992386,0.0008451186,0.0004584979,0.001357123],"category_scores_gemma":[0.002784087,0.0002357862,0.0004611562,0.000579438,0.000319533,0.0009342288,0.0003535491,0.0004372481,0.0001507018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008580119,"about_ca_system_score_gemma":0.0007127323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02477205,"about_ca_topic_score_gemma":0.01041758,"domain_scores_codex":[0.9996742,0.00007091009,0.00002578122,0.000086354,0.0001038282,0.00003905949],"domain_scores_gemma":[0.9992704,0.0003459795,0.00007576158,0.00003492027,0.000240446,0.00003252811],"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":[0.0001369255,0.00007729604,0.1074238,0.0001282175,0.00004171754,0.0006800693,0.000591075,0.7851487,0.0046244,0.01765551,0.001352923,0.08213939],"study_design_scores_gemma":[0.000002921528,0.00001225912,0.003320157,0.000004011925,0.000004588777,0.00003833228,0.00004564016,0.9951366,0.0004600395,0.0006235709,0.0003473316,0.000004595661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7727075,0.0003493187,0.2172033,0.0003904878,0.00002753082,0.00008346437,0.0002486611,0.0002725468,0.008717219],"genre_scores_gemma":[0.9858391,0.0001520567,0.01163211,0.00001624914,0.000006505339,0.00004806327,0.0001696188,0.00002435716,0.002112072],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02477205,"threshold_uncertainty_score":0.04925573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596449439746689,"score_gpt":0.3027105879611053,"score_spread":0.2667460935636384,"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."}}