{"id":"W2019172663","doi":"10.2118/106570-ms","title":"Drilling Simulation vs. Actual Performance in Western Canada","year":2007,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Drilling; Drill; Rate of penetration; Measurement while drilling; Offset (computer science); Drill bit; Borehole; Drill pipe; Petroleum engineering; Simulation; Well drilling; Geology; Computer science; Engineering; Geotechnical engineering; Mechanical engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006119784,0.0004557258,0.0003033277,0.00040193,0.0004542161,0.0005352627,0.000743492,0.0003441917,0.001266823],"category_scores_gemma":[0.00145841,0.0002593206,0.0002620002,0.0006853996,0.0004404222,0.0002325793,0.0002710613,0.0002816562,0.0001741583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00693739,"about_ca_system_score_gemma":0.007038976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8200409,"about_ca_topic_score_gemma":0.8176948,"domain_scores_codex":[0.9996101,0.0000577591,0.00002109725,0.00005730683,0.0001640847,0.00008965797],"domain_scores_gemma":[0.9991026,0.0001917266,0.00005387271,0.00005795014,0.0005227952,0.00007115614],"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":[0.0003677205,0.0001624318,0.0247068,0.00005924102,0.00003153548,0.0001030307,0.0002114151,0.9490573,0.007606596,0.0003655352,0.0004987678,0.01682964],"study_design_scores_gemma":[0.0001051052,0.0007835886,0.03116313,0.00001436845,0.00003314457,0.00003915715,0.0004346593,0.9487521,0.0160173,0.0001573126,0.002446564,0.00005363767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935651,0.00002545122,0.002641597,0.00002552435,0.000004501863,0.00006325488,0.0004754131,0.0002211365,0.002977946],"genre_scores_gemma":[0.99581,0.000030145,0.002535721,0.000005824385,4.027301e-7,0.00001838157,0.000474107,0.00001212655,0.001113235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1799591,"threshold_uncertainty_score":0.3620378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005733147676738487,"score_gpt":0.1862655617904314,"score_spread":0.1805324141136929,"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."}}