{"id":"W2046239680","doi":"10.2118/156364-ms","title":"Transformational Reduction in Non-productive Time through Implementation of Broadband Networked Drill-string and Modified Drilling Practices in an Extended Reach Drilling Campaign","year":2012,"lang":"en","type":"article","venue":"SPE Deepwater Drilling and Completions Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Husky Energy (Canada); Apache (Canada)","funders":"","keywords":"Drilling; Drill pipe; Petroleum engineering; Underbalanced drilling; Drill; Jacking; Borehole; Engineering; Drilling fluid; Wellbore; Lost circulation; Well control; Drill string; Marine engineering; Mechanical engineering; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001481563,0.0002052103,0.0001511805,0.0004338829,0.0007904589,0.0009139034,0.0005674276,0.0002591432,0.00191539],"category_scores_gemma":[0.002724432,0.00009948127,0.0001625334,0.0003303139,0.0006599711,0.0003703245,0.001266379,0.0003397971,0.0002721162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214964,"about_ca_system_score_gemma":0.00444629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01836086,"about_ca_topic_score_gemma":0.05361286,"domain_scores_codex":[0.998677,0.0005532741,0.00004921483,0.000161043,0.000334702,0.0002248352],"domain_scores_gemma":[0.9980647,0.0004019405,0.0003111864,0.0002698292,0.0005354595,0.0004169471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001545981,0.007912739,0.1077222,0.0006028907,0.00007092296,0.001575273,0.0228815,0.01516374,0.1027637,0.003240093,0.003414312,0.7331067],"study_design_scores_gemma":[0.0002838815,0.01483534,0.8227617,0.0003194503,0.00009222536,0.0003191486,0.04703399,0.01351805,0.040532,0.0015447,0.05862118,0.0001384214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898426,0.00002026612,0.003067894,0.0002089215,0.00001081577,0.0003613175,0.00005445169,0.0001122174,0.006321542],"genre_scores_gemma":[0.9884021,0.00002894526,0.008278511,0.0000512299,0.000003237539,0.000208051,0.00005757319,0.00001296346,0.002957425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01836086,"threshold_uncertainty_score":0.03650796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252757553614475,"score_gpt":0.277781381547606,"score_spread":0.2452538060114613,"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."}}