{"id":"W2037385417","doi":"10.2118/1212-0074-jpt","title":"Coiled Tubing Advances Improve Extended Reach Drilling Operations","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coiled tubing; Directional drilling; Wellbore; Drilling; Flexibility (engineering); Petroleum engineering; Engineering; Mechanical engineering","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":[0.0003026269,0.0001623408,0.0003070192,0.0005170677,0.0000667561,0.00002401287,0.0002224705,0.0001720464,0.00001585408],"category_scores_gemma":[0.00008339385,0.0001490749,0.00009126413,0.000249303,0.00003746151,0.0004633715,0.00002531255,0.0005721943,0.00001524454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032468,"about_ca_system_score_gemma":0.00001599334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.490925e-7,"about_ca_topic_score_gemma":0.000002366195,"domain_scores_codex":[0.9989012,0.000009983754,0.0004545197,0.00008045937,0.0001471023,0.0004067472],"domain_scores_gemma":[0.9995278,0.00003578108,0.00007549382,0.0001811046,0.00007943883,0.000100353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009020727,0.00005795412,0.001369218,0.00006748806,0.0001397108,0.000019645,0.000186684,0.756101,0.2093728,0.002406083,0.000166623,0.03010371],"study_design_scores_gemma":[0.002316574,0.0005475085,0.000636604,0.0004532912,0.0002413994,0.00159904,0.001523109,0.6072644,0.2664503,0.001571961,0.1162602,0.001135648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6644211,0.02204286,0.3064546,0.0003394326,0.003791783,0.00006801364,0.000003957115,0.0007077107,0.002170533],"genre_scores_gemma":[0.986828,0.0007390343,0.01178421,0.000008774868,0.0005171034,0.000005420291,9.210803e-7,0.00004021358,0.00007636284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3224069,"threshold_uncertainty_score":0.6079097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003950094172544594,"score_gpt":0.2085411551607813,"score_spread":0.2045910609882367,"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."}}