{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001749078,0.0001486322,0.0001415728,0.0001559527,0.0001317494,0.0003881135,0.0007308158,0.00003863086,0.0003593449],"category_scores_gemma":[0.00002060628,0.0001229535,0.00005080215,0.0001827867,0.0000608983,0.000324245,0.0003858071,0.00009946149,0.0004357922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003863342,"about_ca_system_score_gemma":0.00002526999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002910878,"about_ca_topic_score_gemma":0.000005147316,"domain_scores_codex":[0.9985575,0.00002923551,0.0002655853,0.0004056877,0.0004834628,0.0002585266],"domain_scores_gemma":[0.9991282,0.0000260578,0.00007567062,0.0003052373,0.0002941082,0.0001707641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006080075,0.0001399325,0.0001949721,0.00004039818,0.0000488613,0.0000728523,0.000196689,0.00001412544,0.0000232902,0.6987946,0.05408764,0.2463806],"study_design_scores_gemma":[0.0005503152,0.00003150258,0.0007782761,0.00009673194,0.00000798783,0.0000332264,0.000182059,0.3880986,0.00005679533,0.001707451,0.6082556,0.0002014507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001647198,0.0002457688,0.6071329,0.01034447,0.0006678681,0.0003841951,0.00006733664,0.0002696764,0.3792405],"genre_scores_gemma":[0.9716244,0.0005137658,0.006942886,0.0002720578,0.0002407311,0.00008539046,0.00002082134,0.000006480696,0.02029346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9699772,"threshold_uncertainty_score":0.5601373,"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."}}