{"id":"W2037639237","doi":"10.2118/1006-0046-jpt","title":"Overview: Field Development Projects (October 2006)","year":2006,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Process (computing); Field (mathematics); Submarine pipeline; Operations research; Probabilistic logic; Project management; Systems engineering; 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":[0.0002639676,0.0001245221,0.0002518658,0.0005625116,0.00002770528,0.00001590769,0.0002108632,0.0001861409,0.00004086988],"category_scores_gemma":[0.00007002227,0.0001098951,0.00006564565,0.0002800602,0.00001547133,0.00008654915,0.00002336022,0.0003703609,0.00001299055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008027546,"about_ca_system_score_gemma":0.0000350777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002547788,"about_ca_topic_score_gemma":0.00000504031,"domain_scores_codex":[0.9990566,0.00001400426,0.0004685247,0.00007210537,0.0001712022,0.0002175299],"domain_scores_gemma":[0.9995873,0.0000549102,0.00009168802,0.0001526992,0.00007897845,0.0000344026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001530145,0.00004878132,0.009269121,0.0001030214,0.00008651945,0.00008559511,0.00003764683,0.9456938,0.01056582,0.001613934,0.0144745,0.01800599],"study_design_scores_gemma":[0.001725572,0.000255956,0.006795641,0.0001671591,0.00003436569,0.0003880761,0.00006525174,0.05639267,0.127667,0.002598463,0.8034292,0.000480615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8577546,0.004492037,0.1332016,0.0005048625,0.0005743821,0.0000440618,7.237578e-7,0.0002837281,0.003143962],"genre_scores_gemma":[0.9139532,0.0001140266,0.08511073,0.0000228667,0.0001922871,0.000004735936,7.720981e-7,0.00002678353,0.0005746155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8893011,"threshold_uncertainty_score":0.4481391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227177674974839,"score_gpt":0.252241066323615,"score_spread":0.2399692895738667,"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."}}