{"id":"W2075319389","doi":"10.2118/164187-ms","title":"Answering the Challenge of Up-Scaling a 900 Million-Cells Static Model to a Dynamic Model - G reater Burgan Field, Kuwait","year":2013,"lang":"en","type":"article","venue":"SPE Middle East Oil and Gas Show and Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Field (mathematics); Geology; Oil field; Petroleum engineering; High resolution; Environmental science; Computer science; Remote sensing; Mathematics","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":[0.00006890101,0.0001650703,0.0002240739,0.00007852885,0.00006953689,0.00007663746,0.0001197277,0.00006139542,0.00005117236],"category_scores_gemma":[0.000006271028,0.0001172873,0.00004440267,0.0001019663,0.00004086092,0.0001251944,0.00005056939,0.0001239299,0.00001076404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008639343,"about_ca_system_score_gemma":0.00001620977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008924061,"about_ca_topic_score_gemma":0.0001683816,"domain_scores_codex":[0.9992239,0.00001507881,0.0002144383,0.0002012669,0.0001326418,0.0002127109],"domain_scores_gemma":[0.999561,0.00001943398,0.00002637914,0.0002028181,0.00006199193,0.0001283952],"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":[0.00002156398,0.00003515324,0.00004594135,0.0003925625,0.0001265982,0.000002864288,0.017924,0.8731611,0.02184909,0.0005403553,0.00009591058,0.08580484],"study_design_scores_gemma":[0.0001609941,0.00002614618,0.000006851406,0.00009182635,0.00002675634,0.000001131451,0.001167038,0.9951148,0.0008793882,0.002337211,0.00003496991,0.0001528927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053393,0.0006156206,0.08659368,0.003490502,0.00007689765,0.00009939739,0.0000154716,0.00006210857,0.003707018],"genre_scores_gemma":[0.9959283,0.00163649,0.0005103553,0.0001125699,0.00001673099,0.00003170272,0.0000037984,0.00001582678,0.00174416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1219537,"threshold_uncertainty_score":0.4782837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02850551734692938,"score_gpt":0.2114262399157796,"score_spread":0.1829207225688502,"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."}}