{"id":"W2011864626","doi":"10.2118/88528-ms","title":"Apache Energy – Knowledge Management System","year":2004,"lang":"en","type":"article","venue":"SPE Asia Pacific Oil and Gas Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Joint venture; Production (economics); Computer science; Business; Database; Business administration","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001083029,0.000138868,0.0001393004,0.00009257728,0.00006617475,0.00007324187,0.00003577457,0.000071052,0.000007611913],"category_scores_gemma":[0.000002083771,0.0001311909,0.00002429036,0.0001006977,0.0000285587,0.0001096442,0.00001622479,0.00007084462,0.00001200873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003379022,"about_ca_system_score_gemma":0.000005564693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009318914,"about_ca_topic_score_gemma":0.000005526653,"domain_scores_codex":[0.9994267,0.00001909303,0.0001406595,0.0001686609,0.00007629871,0.0001686038],"domain_scores_gemma":[0.9997367,0.0000132199,0.00001339377,0.0001204679,0.00002596562,0.00009026784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002212693,0.0000382086,0.00009103867,0.001566739,0.00009114594,0.00003938442,0.001443148,0.06271077,0.002781256,0.2696964,0.0002893996,0.6612304],"study_design_scores_gemma":[0.009675162,0.0004201035,0.003352253,0.003629309,0.0002995485,0.0003657802,0.02631201,0.7454696,0.02582047,0.04314556,0.1384175,0.003092755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1806495,0.002551767,0.2017387,0.0003884288,0.0005636296,0.00007255895,0.00001260306,0.0008232272,0.6131995],"genre_scores_gemma":[0.9936459,0.002155374,0.003201203,0.000003325076,0.00007011855,0.00001589398,0.00001804666,0.00001480033,0.0008753439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8129964,"threshold_uncertainty_score":0.534981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526524375482899,"score_gpt":0.2265810861549685,"score_spread":0.2113158424001395,"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."}}