{"id":"W2063141546","doi":"10.1115/ipc2002-27251","title":"Management System Audits: A Path Towards Safer Pipelines","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Energy Regulator","funders":"","keywords":"Audit; Pipeline transport; Pipeline (software); SAFER; Integrity management; Risk analysis (engineering); Business; Computer science; Accounting; Engineering; Computer security","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":[0.02446116,0.000566109,0.0003629781,0.003147445,0.003678095,0.008264607,0.00280143,0.002661573,0.004990541],"category_scores_gemma":[0.03876143,0.0006864115,0.0004074197,0.00295284,0.003199638,0.0116059,0.004454146,0.004597995,0.001645052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006893029,"about_ca_system_score_gemma":0.03928511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01980544,"about_ca_topic_score_gemma":0.02184515,"domain_scores_codex":[0.9719854,0.01133888,0.001039227,0.001157963,0.01323315,0.001245395],"domain_scores_gemma":[0.9564397,0.008162205,0.006671664,0.006588744,0.01902331,0.003114372],"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":[0.0002118962,0.0005868115,0.01583189,0.000617853,0.00004079647,0.0003378411,0.003559309,0.006320929,0.004628291,0.1115214,0.1236588,0.7326843],"study_design_scores_gemma":[0.0003956448,0.0007766121,0.02278472,0.001342845,0.00006598156,0.0009948957,0.005330524,0.03606582,0.01121252,0.09457063,0.8262151,0.0002446307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05162311,0.003379362,0.602917,0.2040239,0.001732546,0.001775001,0.0003196186,0.01376009,0.1204694],"genre_scores_gemma":[0.472132,0.003713135,0.4748108,0.0142334,0.001025295,0.000578384,0.000680522,0.0006982075,0.03212816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02446116,"threshold_uncertainty_score":0.1293646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194919307439352,"score_gpt":0.2718914903993773,"score_spread":0.2299422973249838,"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."}}