{"id":"W2899835983","doi":"10.1115/ipc2018-78240","title":"Compliance Oversight of Operators’ Integrity Management Program for Pipelines: A Risk Based Evaluation Approach Incorporating Safety Culture","year":2018,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"PDCA; Integrity management; Audit; Risk management; Risk analysis (engineering); Asset management; Asset (computer security); Commission; Process management; Business; Accounting; Operations management; Computer science; Engineering; Pipeline (software); Quality management; Management system; 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":[0.0007096579,0.0001785623,0.0002629508,0.00007447426,0.0001488432,0.00003617176,0.0001921068,0.0001470512,0.0001129614],"category_scores_gemma":[0.0001145948,0.0001284734,0.000163206,0.0004448673,0.0001323111,0.0001308119,0.00002767658,0.0002318203,0.000005030062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293636,"about_ca_system_score_gemma":0.00001988431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009814119,"about_ca_topic_score_gemma":0.00009534632,"domain_scores_codex":[0.9988164,0.0000740949,0.0004007917,0.0002630107,0.0002783379,0.0001673165],"domain_scores_gemma":[0.9989269,0.00004754858,0.00009180353,0.0002844198,0.0006002262,0.00004904141],"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":[0.0006877278,0.001179471,0.00978819,0.006885639,0.002550065,0.000001199833,0.00339683,0.4802406,0.003679544,0.02017928,0.01521065,0.4562008],"study_design_scores_gemma":[0.0006158182,0.0001089553,0.0009142288,0.00007033297,0.0002257664,4.011613e-7,0.0007912163,0.9902891,0.004175753,0.0009534295,0.001679602,0.0001753756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07111879,0.0001925668,0.8946492,0.00009971362,0.000435635,0.00330399,0.00012751,0.0005081052,0.02956446],"genre_scores_gemma":[0.7532152,0.00001386614,0.2463373,0.00002719249,0.00009447311,0.0001135755,0.0001146057,0.00001073121,0.00007308753],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6820964,"threshold_uncertainty_score":0.5238993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529299138595349,"score_gpt":0.3164984800379461,"score_spread":0.2812054886519926,"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."}}