{"id":"W1984077012","doi":"10.2118/165002-ms","title":"An IPIECA Oil and Gas Framework for Water Stewardship","year":2013,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Stewardship (theology); Sustainability; Business; Petroleum industry; Downstream (manufacturing); Upstream (networking); Fossil fuel; Resource (disambiguation); Water resources; Environmental resource management; Sustainable development; Environmental planning; Environmental science; Environmental economics; Engineering; Computer science; Environmental engineering; Waste management; Marketing; Economics","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":[0.0001321807,0.00009277329,0.00009858824,0.00004012649,0.00002945292,0.00007740748,0.00006500856,0.00008688716,0.0002567932],"category_scores_gemma":[0.00002757654,0.00006617387,0.00002331938,0.00003039559,0.000007883355,0.00016213,0.000007858483,0.00007811408,0.00003162028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008310794,"about_ca_system_score_gemma":0.000001285493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008648559,"about_ca_topic_score_gemma":6.552339e-7,"domain_scores_codex":[0.9995332,0.00001182988,0.0001041284,0.00009918993,0.00005554337,0.0001961102],"domain_scores_gemma":[0.9995902,0.0001053297,0.000003252916,0.0001753182,0.00002753975,0.00009840609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003173144,0.000007673874,0.0002081562,0.0001427062,0.00002175566,2.795456e-7,0.0003650466,0.940062,0.008648868,0.003215714,0.0004800299,0.04684457],"study_design_scores_gemma":[0.0002039844,0.00003111703,0.0004057478,0.00001135293,0.000004528011,0.000001065382,0.00003971164,0.967077,0.01225382,0.01227827,0.007526256,0.0001671506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5326675,0.00004629943,0.4651979,0.0001340593,0.0001382853,0.00003853016,9.809198e-7,0.0003021178,0.001474427],"genre_scores_gemma":[0.6496026,0.00002390306,0.3493665,0.00002937541,0.0001142749,0.00004800338,0.000005413031,0.00002901586,0.0007809764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169351,"threshold_uncertainty_score":0.2811705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820357328516453,"score_gpt":0.2760135910622757,"score_spread":0.2578100177771112,"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."}}