{"id":"W2948714738","doi":"10.3968/10998","title":"Producibility Scenario of Unidentified Productive Zone","year":2019,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Niger delta; Petroleum engineering; Geology; Oil field; Energy source; Environmental science; Mining engineering; Petroleum; Paleontology; Delta; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835561,0.00009871598,0.0001649101,0.0001265817,0.00001645657,0.00001172423,0.00005308972,0.00003092214,0.00001367743],"category_scores_gemma":[0.00004306398,0.00009674228,0.00001048947,0.0001605433,0.00001733286,0.000572435,0.00001827225,0.00008229876,0.00001051211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005517243,"about_ca_system_score_gemma":0.00002461435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001396767,"about_ca_topic_score_gemma":0.00001649346,"domain_scores_codex":[0.9992071,0.00002752643,0.0002989076,0.000212272,0.0001402268,0.0001139851],"domain_scores_gemma":[0.9996684,0.00003421009,0.00003395146,0.0001866249,0.00004784394,0.00002897041],"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":[0.00001633504,0.00001750153,0.007928314,0.0001674915,0.000006546959,2.846878e-7,0.001228046,0.976252,0.001070813,0.0001517642,0.000004823619,0.01315604],"study_design_scores_gemma":[0.002722319,0.0001112752,0.03857324,0.0002784585,0.000006841258,0.000003093456,0.002006701,0.7249959,0.1521419,0.001593256,0.07675444,0.0008125948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654295,0.001289692,0.2316178,0.00003952667,0.0004609322,0.0002169985,9.025437e-7,0.00008966153,0.0008549492],"genre_scores_gemma":[0.9651166,0.0003770408,0.03414696,0.000003469774,0.00001530711,0.00003180796,0.00001165129,0.00001088168,0.0002863322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512561,"threshold_uncertainty_score":0.3945036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683863652080114,"score_gpt":0.2618484085374463,"score_spread":0.2450097720166451,"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."}}