{"id":"W2085126124","doi":"10.2118/112533-ms","title":"Automatic Real-Time Drilling Supervision, Simulation, 3D Visualization and Diagnosis on Ekofisk","year":2008,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"Norges Forskningsråd; ConocoPhillips","keywords":"Drilling; Measurement while drilling; Visualization; Process (computing); Wellbore; Petroleum engineering; Well control; Engineering; Computer science; Mechanical engineering","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":[0.00008582139,0.0001631421,0.0001656487,0.0001326821,0.0001109064,0.0000277588,0.00005072241,0.00007734042,0.0002447726],"category_scores_gemma":[0.00005014674,0.0001580254,0.00002856142,0.0001942696,0.00001501123,0.0001420083,0.00001158799,0.00006110597,0.0001075839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003425285,"about_ca_system_score_gemma":0.000004558286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001637915,"about_ca_topic_score_gemma":9.527628e-7,"domain_scores_codex":[0.9992493,0.00001237391,0.0002318435,0.000161755,0.0001565239,0.0001881851],"domain_scores_gemma":[0.9994876,0.0002241238,0.00001452898,0.0001561377,0.00003490461,0.00008265079],"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":[7.565902e-7,0.00001095615,0.001299004,0.00004648145,0.00001421835,0.000003070672,0.0003912926,0.9926464,0.0002109789,0.0001374959,0.0003925448,0.004846802],"study_design_scores_gemma":[0.0001660173,0.00002635609,0.003257708,0.0000578332,0.000009449953,0.000003825502,0.000009581214,0.9939859,0.001331602,0.00002390977,0.0009305418,0.0001973085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161338,0.000115567,0.0771288,0.00001239236,0.0001641357,0.0001323477,0.000002320327,0.001670461,0.004640238],"genre_scores_gemma":[0.9967512,0.001056139,0.001850778,0.00002558008,0.00008577897,0.00001303708,0.00001666256,0.00005496916,0.0001458028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08061752,"threshold_uncertainty_score":0.6444089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047612923428205,"score_gpt":0.2207416179006168,"score_spread":0.2102654886663348,"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."}}