{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115289,0.0001757292,0.0001460135,0.0001291743,0.0002172037,0.0001525351,0.00003604605,0.0001115419,0.00008350189],"category_scores_gemma":[0.00002251059,0.0001789218,0.00002799818,0.0001052826,0.00008052646,0.0003518981,0.00001408404,0.0001506996,0.00003661475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004277243,"about_ca_system_score_gemma":0.00001491825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682076,"about_ca_topic_score_gemma":0.0001124024,"domain_scores_codex":[0.9992154,0.0000170502,0.00020155,0.0002455936,0.0001345959,0.0001858299],"domain_scores_gemma":[0.9996508,0.00003760895,0.00002575846,0.00008650711,0.0001167112,0.00008264748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001242444,0.0001258759,0.004076361,0.0003717087,0.0002556597,0.00001153109,0.006430869,0.1596914,0.559154,0.02366001,0.003691119,0.2424072],"study_design_scores_gemma":[0.000350187,0.00009947953,0.003654237,0.0002280209,0.0000256303,0.0000363722,0.0001159567,0.9444056,0.04233505,0.001531109,0.006861149,0.0003572538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4239784,0.0003310083,0.5647329,0.000210002,0.001256642,0.0001904476,0.00002170235,0.0006651673,0.008613783],"genre_scores_gemma":[0.9954772,0.0006532434,0.002900766,0.00002854857,0.0006693954,0.00001805986,0.00009335481,0.00002391357,0.000135539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7847141,"threshold_uncertainty_score":0.7296218,"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."}}