{"id":"W1826437952","doi":"10.3968/5674","title":"The New Method and Application of Friction Torque for Extended Reach Well","year":2014,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drill string; Torque; Engineering; Stiffness; Drilling; Friction torque; String (physics); Drill; Structural engineering; Displacement (psychology); Control theory (sociology); Mechanical engineering; Computer science; Mathematics; Physics; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003047607,0.00006743737,0.00008327149,0.00004385711,0.00004358256,0.00001364787,0.00002887528,0.00002543191,2.150855e-7],"category_scores_gemma":[0.00002123892,0.00005659685,0.000006119106,0.00005223427,0.000008028574,0.0001867612,0.000006892023,0.00003563571,7.258062e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002778987,"about_ca_system_score_gemma":0.00001035029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001983371,"about_ca_topic_score_gemma":0.00003316388,"domain_scores_codex":[0.9995767,0.00001008494,0.0001764246,0.0000929816,0.00006316537,0.00008057262],"domain_scores_gemma":[0.999775,0.00008261315,0.00002793112,0.00006080264,0.00002076458,0.00003290905],"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":[0.000009000166,0.000003196956,0.0000499679,0.00003774342,0.000003689566,1.337878e-8,0.000397299,0.5720198,0.0003859074,0.002985857,0.00004612043,0.4240614],"study_design_scores_gemma":[0.0002675594,0.00001737605,0.0001161996,0.0000131181,0.000001908619,5.393539e-7,0.0001372397,0.6870158,0.005196567,0.004209028,0.3029551,0.00006955477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003403277,0.001729715,0.9969919,0.00006088266,0.0001319801,0.00008892452,2.903876e-7,0.00004711902,0.000608856],"genre_scores_gemma":[0.8792175,0.002761109,0.1176677,0.00001246103,0.00006294304,0.0001465311,0.00001624365,0.00001642399,0.00009906916],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8793242,"threshold_uncertainty_score":0.2307953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006709230892882331,"score_gpt":0.2477990491509753,"score_spread":0.241089818258093,"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."}}