{"id":"W4245294837","doi":"10.2523/109012-ms","title":"Reservoir Management Aspects of the Rejuvenation of the Forties Field,UKCS","year":2007,"lang":"en","type":"article","venue":"Proceedings of Offshore Europe","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Exhibition; Citation; Library science; Art history; Archaeology; History; Operations research; World Wide Web; Computer science; 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":[0.0005891234,0.00009753462,0.0001455345,0.00008522384,0.00002986794,0.000008511141,0.0004040449,0.00004475991,0.000006682522],"category_scores_gemma":[0.0002602428,0.00006344036,0.00008217123,0.0005370185,0.00003986043,0.00008666261,0.0001133039,0.0001312265,4.129439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001635871,"about_ca_system_score_gemma":0.000005110592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002928539,"about_ca_topic_score_gemma":0.000001403727,"domain_scores_codex":[0.9990758,0.000005877101,0.0003670089,0.00008983076,0.0003237746,0.0001376673],"domain_scores_gemma":[0.9993812,0.00006989576,0.0001250193,0.0001661154,0.0002359452,0.00002180844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001769527,0.0001459478,0.06230809,0.006063627,0.0004070926,0.000002209258,0.004134247,0.5645515,0.1524175,0.1870055,0.009981892,0.01280549],"study_design_scores_gemma":[0.0004275549,0.00007881063,0.1288049,0.0004229585,0.00005169043,0.000002559913,0.0003479125,0.0214914,0.8339767,0.002196122,0.0120214,0.000177919],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833826,0.0001361099,0.001440643,0.000155671,0.0002605482,0.0001970071,0.00000154064,0.00004910381,0.1143768],"genre_scores_gemma":[0.9962915,0.00004737339,0.003149821,0.00001065944,0.0000356099,0.000002289516,2.791954e-7,0.00002145471,0.0004409879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6815593,"threshold_uncertainty_score":0.2587023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449187187065143,"score_gpt":0.2433372080652378,"score_spread":0.2288453361945864,"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."}}