{"id":"W2331780160","doi":"10.2118/1206-0033-jpt","title":"Lower Tertiary Trend: A Study in the Impact of Advancing Technology","year":2006,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chevron (anatomy); Geology; Drilling; Test (biology); Quarter (Canadian coin); Archaeology; Engineering; Paleontology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006648109,0.0001505638,0.0003981183,0.001872859,0.00001823533,0.00000880199,0.0004559556,0.0001868819,0.00001260094],"category_scores_gemma":[0.0001118049,0.0001007878,0.0001342556,0.0009714496,0.0000485872,0.00009535965,0.0000286631,0.0006371579,0.000001077829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136001,"about_ca_system_score_gemma":0.00002335052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001940355,"about_ca_topic_score_gemma":0.00003304194,"domain_scores_codex":[0.9987668,0.00005137122,0.0006622369,0.00008500941,0.0001698219,0.0002647224],"domain_scores_gemma":[0.9993606,0.0001041394,0.0001605839,0.0003064082,0.00004935083,0.00001897705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001615554,0.000169569,0.1319258,0.000009411158,0.00004930751,0.000106143,0.00004813466,0.8552577,0.01044409,0.00007464008,0.000132406,0.001766589],"study_design_scores_gemma":[0.009984401,0.006189407,0.5790173,0.0003043674,0.0001706943,0.001736804,0.004526502,0.3707432,0.01020805,0.01385572,0.002348401,0.0009151504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877533,0.0008171435,0.01066652,0.0002094527,0.0001374783,0.00006871594,0.000001292505,0.0001006278,0.0002454634],"genre_scores_gemma":[0.9957153,0.00002006407,0.004165097,0.000001789554,0.00005812982,0.000005866547,2.897231e-7,0.00002052115,0.0000129549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4845146,"threshold_uncertainty_score":0.4110007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005860606767445795,"score_gpt":0.2791094541235634,"score_spread":0.2732488473561175,"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."}}