{"id":"W4403621492","doi":"","title":"Stick slip vibrations in drilling: modeling, estimation, avoidance","year":2024,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Vibration; Drilling; Computer science; Slip (aerodynamics); Geology; Control theory (sociology); Engineering; Acoustics; Mechanical engineering; Aerospace engineering; Artificial intelligence; Physics","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":[0.0003925247,0.0004428867,0.000606486,0.0002872019,0.0002386047,0.0005826928,0.0004875001,0.001158263,0.0007378627],"category_scores_gemma":[0.002129906,0.0003516378,0.0003825794,0.0003610284,0.0007271091,0.0005383712,0.0005866726,0.0007283461,0.0001285498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002265566,"about_ca_system_score_gemma":0.000523756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008178165,"about_ca_topic_score_gemma":0.003970753,"domain_scores_codex":[0.9998165,0.00004900855,0.000008266959,0.00003854745,0.00006050952,0.00002719269],"domain_scores_gemma":[0.9992255,0.0005176154,0.0001254041,0.00002913463,0.00006756616,0.00003480673],"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":[0.00007218401,0.00002490952,0.0008864591,0.00006109916,0.00001771699,0.00004095987,0.00005229518,0.9781542,0.002606702,0.003638318,0.000254175,0.01419107],"study_design_scores_gemma":[0.000002416672,0.0000134958,0.0003336249,0.000003266704,0.000002595004,0.000007943803,0.000005706558,0.9983058,0.0001621585,0.001087753,0.00007171726,0.000003477202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.134838,0.001180316,0.8610238,0.0002684103,0.00009218128,0.00003336732,0.00007232404,0.0001816361,0.002309917],"genre_scores_gemma":[0.9878765,0.0004230134,0.008697425,0.00001951699,0.00003531318,0.00003382231,0.00003546807,0.00001553723,0.002863348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008178165,"threshold_uncertainty_score":0.01626116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008341065103802274,"score_gpt":0.1988510199252157,"score_spread":0.1905099548214134,"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."}}