{"id":"W2794312490","doi":"10.2118/189607-ms","title":"Directional Advisor Driven Rig and Directional Operation Integration","year":2018,"lang":"en","type":"article","venue":"IADC/SPE Drilling Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Directional drilling; Crew; Process (computing); Software; Computer science; Service (business); Accountability; Systems engineering; Work (physics); Engineering; Aeronautics; Drilling; Mechanical engineering; Operating system; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.002086289,0.0004565719,0.0002679136,0.0007900192,0.000598001,0.001682025,0.001263126,0.0004148611,0.01120303],"category_scores_gemma":[0.00453095,0.000344529,0.0002565821,0.001009083,0.0006378313,0.001571325,0.002147041,0.0007612834,0.001666317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131773,"about_ca_system_score_gemma":0.006473606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04764681,"about_ca_topic_score_gemma":0.09408727,"domain_scores_codex":[0.9981593,0.0004831832,0.00007684718,0.0002457665,0.0007365508,0.0002983177],"domain_scores_gemma":[0.9966483,0.0005646175,0.0002903014,0.0008616452,0.001222082,0.0004131839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001646194,0.001992833,0.06830223,0.0002441847,0.00008431452,0.0005583295,0.003711133,0.1235029,0.05380735,0.02963148,0.01475373,0.7017654],"study_design_scores_gemma":[0.0004327082,0.002304579,0.08523009,0.0001479211,0.0001260293,0.0003481636,0.006722425,0.560087,0.04848657,0.01025265,0.2854947,0.0003671166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6369373,0.00008370705,0.2494234,0.0005224252,0.000100881,0.001040481,0.001213937,0.01234197,0.09833584],"genre_scores_gemma":[0.8379904,0.00005485463,0.1373165,0.0001042414,0.00001284333,0.0002102953,0.001155968,0.0004516625,0.02270325],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04764681,"threshold_uncertainty_score":0.09473896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167730412361464,"score_gpt":0.2107566763191723,"score_spread":0.1990793721955577,"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."}}