{"id":"W2400380419","doi":"10.1007/s10780-016-9285-7","title":"The Role of Well Control Training in Developing Safe Onshore and Offshore Oil Drilling Operations","year":2016,"lang":"en","type":"article","venue":"Interchange","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Submarine pipeline; Drilling; Training (meteorology); Petroleum engineering; Oil drilling; Control (management); Offshore drilling; Oil spill; Marine engineering; Engineering; Geology; Oceanography; Management; Mechanical engineering; Economics; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.001260763,0.00008225612,0.0001773002,0.0001094755,0.0004935599,0.00000583642,0.0001388733,0.00009992404,0.0001170528],"category_scores_gemma":[0.0005501361,0.00004644398,0.00002387409,0.0001264334,0.00009866212,0.00008646045,0.00007302019,0.0002763578,0.00005479508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397536,"about_ca_system_score_gemma":0.000501891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003502572,"about_ca_topic_score_gemma":0.01118187,"domain_scores_codex":[0.9983723,0.0004066669,0.0004560187,0.0001539462,0.0001736088,0.0004374561],"domain_scores_gemma":[0.9969727,0.002549091,0.00005702149,0.000140008,0.0001832191,0.00009789322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005357875,0.00002012568,0.2219401,0.0002075517,0.000026066,0.00000303422,0.02436054,0.000004130169,0.001501117,0.05169636,0.0001661091,0.6995391],"study_design_scores_gemma":[0.00683438,0.0004382696,0.5805664,0.006924199,0.00002104873,0.000008940599,0.05362704,0.008740318,0.0006557438,0.01110837,0.3304834,0.0005918938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221041,0.002379098,0.002206514,0.04531287,0.000607581,0.001081291,0.0001421139,0.00003970816,0.02612675],"genre_scores_gemma":[0.9972122,0.0008840575,0.0002769532,0.0004331652,0.0001621815,0.0002498313,0.000004915322,0.0000118642,0.0007648593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6989472,"threshold_uncertainty_score":0.6239743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113302132500978,"score_gpt":0.4335760451362362,"score_spread":0.3222458318861384,"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."}}