{"id":"W4234458458","doi":"10.2118/167375-pa","title":"Development and Implementation of the AVAILS+ Collaborative Forecasting Tool for Production Assurance in the Kuwait Oil Company, North Kuwait (KOC NK)","year":2014,"lang":"en","type":"article","venue":"SPE Economics & Management","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer science; Production (economics); Asset (computer security); Transparency (behavior); Process management; Operations research; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005572564,0.0009944399,0.0004306946,0.001927898,0.001424416,0.003951282,0.001816482,0.0007427428,0.01148433],"category_scores_gemma":[0.01193914,0.0006831706,0.0005430057,0.001469109,0.0007120733,0.004058661,0.002996779,0.001531751,0.004011084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002389527,"about_ca_system_score_gemma":0.004986365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0288145,"about_ca_topic_score_gemma":0.02573668,"domain_scores_codex":[0.9975546,0.000636426,0.0002845754,0.0004242367,0.0008846068,0.0002155361],"domain_scores_gemma":[0.9939501,0.001769296,0.0005032347,0.001085739,0.001985374,0.0007063028],"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":[0.0007177878,0.0009079513,0.04800427,0.001012951,0.0001465581,0.001533198,0.01820226,0.06825542,0.01731345,0.03037968,0.1001978,0.7133287],"study_design_scores_gemma":[0.0002568518,0.0007257779,0.04105207,0.001178247,0.0001593505,0.0005307171,0.01042176,0.4544443,0.0264667,0.01867185,0.4454786,0.0006136899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2811617,0.000466133,0.4727763,0.005648691,0.0004692565,0.002271542,0.01159183,0.1420951,0.08351957],"genre_scores_gemma":[0.4735897,0.0002854032,0.4856396,0.000338876,0.00005199499,0.00102716,0.0124377,0.004664986,0.02196456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0288145,"threshold_uncertainty_score":0.05729353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897776013243982,"score_gpt":0.2470323434685396,"score_spread":0.2280545833360997,"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."}}