{"id":"W2270248479","doi":"10.2118/178186-ms","title":"High Build Up Rate Rotary Steerable System Leads to Revolutionize Onshore Horizontal Drilling in Western Desert of Egypt","year":2016,"lang":"en","type":"article","venue":"SPE/IADC Middle East Drilling Technology Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Drilling; RSS; Drill; Directional drilling; Petroleum engineering; Engineering; Measurement while drilling; Geology; Marine engineering; Mechanical engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003458648,0.0003666478,0.0005757557,0.0007227524,0.00010165,0.00003860534,0.0002497453,0.0004141786,0.00001299544],"category_scores_gemma":[0.00005858159,0.0003376205,0.00006627876,0.0005784245,0.0001220028,0.0002811399,0.00008678104,0.0003353532,0.0000501207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154462,"about_ca_system_score_gemma":0.0000385104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008653271,"about_ca_topic_score_gemma":0.0002154436,"domain_scores_codex":[0.9980687,0.00003528702,0.0006170454,0.0004958396,0.0001763107,0.0006068286],"domain_scores_gemma":[0.9991705,0.00005608735,0.00008799534,0.000420791,0.0001381314,0.0001264313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002315507,0.0001057053,0.07409525,0.002077203,0.0002016046,0.0001210539,0.001579512,0.1512417,0.6868305,0.04324643,0.0001409446,0.0401285],"study_design_scores_gemma":[0.007193354,0.001300968,0.007386476,0.0357277,0.0002424985,0.0004332405,0.005025417,0.2614906,0.6644331,0.01092235,0.001638948,0.004205373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401018,0.0005334847,0.1572036,0.0002806617,0.00062276,0.0002929794,0.00003030592,0.0007730121,0.0001613757],"genre_scores_gemma":[0.9962578,0.0003395792,0.002993607,0.000009596893,0.0001247224,0.00005823,0.00001802294,0.00006206273,0.0001363654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156156,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552946118730886,"score_gpt":0.1930986023202779,"score_spread":0.1775691411329691,"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."}}