{"id":"W2997308702","doi":"10.2118/0120-0017-jpt","title":"E&amp;P Notes (January 2020)","year":2019,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum industry; Barrel (horology); State (computer science); Agency (philosophy); Business; Political science; Economy; Engineering; Geography; Archaeology; Economics; Sociology; Computer science","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":[0.0001724225,0.0001121708,0.0002559423,0.0004768586,0.00001706364,0.00001086514,0.0002591026,0.0001850181,0.0001387621],"category_scores_gemma":[0.00005346911,0.00009803988,0.00008856373,0.0002496536,0.00004112529,0.0001406471,0.00003227051,0.0005096673,0.0001925916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005200057,"about_ca_system_score_gemma":0.00001511634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.51775e-7,"about_ca_topic_score_gemma":0.000001515797,"domain_scores_codex":[0.9992563,0.000008931996,0.0003303708,0.00008963282,0.0001315649,0.000183172],"domain_scores_gemma":[0.9995047,0.00002278267,0.0001104054,0.000238848,0.00008620822,0.00003703679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007899616,0.0001717533,0.04420429,0.0002401383,0.0003926866,0.0001352718,0.0001405575,0.008392959,0.6198243,0.001599885,0.0975953,0.2272238],"study_design_scores_gemma":[0.0008221291,0.0006977277,0.002351781,0.0001070865,0.00005084774,0.002349479,0.0001372195,0.000342784,0.5078648,0.01809396,0.4667613,0.0004209148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988445,0.001783347,0.001466083,0.003139486,0.00111943,0.00003932389,0.000001790902,0.0005500239,0.003455451],"genre_scores_gemma":[0.9909421,0.0004984645,0.007816481,0.00003607158,0.0002272501,0.000002043596,5.495392e-7,0.00002094063,0.0004561651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.369166,"threshold_uncertainty_score":0.399795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004197328951729465,"score_gpt":0.2082921180752598,"score_spread":0.2040947891235303,"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."}}