{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004307831,0.0003824771,0.0002353444,0.000660796,0.0005449472,0.001044864,0.0005194974,0.0005934578,0.002665554],"category_scores_gemma":[0.0007063871,0.0001864498,0.0003240213,0.0004116211,0.0005458718,0.000987983,0.0008842241,0.0003199226,0.0001775635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252658,"about_ca_system_score_gemma":0.0005912531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005793637,"about_ca_topic_score_gemma":0.005279022,"domain_scores_codex":[0.9998478,0.00002327687,0.000008874117,0.00003322573,0.00003278666,0.00005415209],"domain_scores_gemma":[0.999632,0.0001421793,0.00007305238,0.00003510531,0.0000558961,0.00006175903],"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":[0.001490792,0.0003104921,0.2669916,0.0005254378,0.0001264217,0.0249838,0.001161991,0.505143,0.09169213,0.06444,0.001288052,0.04184627],"study_design_scores_gemma":[0.0001250743,0.0005343361,0.09599973,0.0001082361,0.0001528375,0.002006446,0.003695482,0.8194921,0.04746329,0.02281355,0.007525139,0.00008386416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854292,0.0001369724,0.007005955,0.0001557914,0.000007738775,0.00002578094,0.0003662287,0.00004369455,0.006828495],"genre_scores_gemma":[0.9985384,0.00005540022,0.0007217235,0.000003209582,0.000001545894,0.000006488054,0.00007501034,0.000002246464,0.0005959943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005793637,"threshold_uncertainty_score":0.01151979,"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."}}