{"id":"W2918031264","doi":"10.2118/0517-0022-jpt","title":"E&P Notes (May 2017)","year":2017,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Drilling; Presentation (obstetrics); Big data; Petroleum industry; Fossil fuel; Work (physics); Engineering; Engineering management; Computer science; Waste management; Mechanical engineering; Environmental engineering; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001291555,0.0008573278,0.0006228066,0.001133132,0.002553063,0.009138689,0.001405385,0.004745051,0.7666795],"category_scores_gemma":[0.008900828,0.0005852169,0.0006878364,0.001259472,0.0008898455,0.003793605,0.002089214,0.004416891,0.7482593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623782,"about_ca_system_score_gemma":0.002600036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005075048,"about_ca_topic_score_gemma":0.008367679,"domain_scores_codex":[0.9988834,0.0001156896,0.00006063238,0.0001207128,0.0006186059,0.0002009611],"domain_scores_gemma":[0.9940346,0.001089969,0.0001941257,0.0005246691,0.002828081,0.0013286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001073942,0.0000164282,0.00003318907,0.00001954659,6.416968e-7,0.0000285073,0.000007579219,0.00002270484,0.00004991334,0.0007016902,0.9854675,0.01364143],"study_design_scores_gemma":[0.000006765735,0.00001255971,0.0002151704,0.00004420329,5.755149e-7,0.00002028032,0.00003515778,0.00004835583,0.00004740431,0.0004903357,0.9990737,0.000005322549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002602827,0.0007032554,0.0006588239,0.01044402,0.02301629,0.0001923618,0.001393995,0.001135715,0.9621952],"genre_scores_gemma":[0.0006590662,0.0003442059,0.0001159031,0.003704562,0.002304215,0.00006293026,0.000420685,0.0001860191,0.9922024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7666795,"threshold_uncertainty_score":0.3328034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985050975563915,"score_gpt":0.2749062230430585,"score_spread":0.2550557132874193,"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."}}