{"id":"W4411698860","doi":"10.1002/9781119909668.ch6","title":"Pipeline Integrity Management Systems (PIMS)","year":2025,"lang":"en","type":"other","venue":"","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Safety Canada; Alberta Energy","funders":"","keywords":"Pipeline (software); Integrity management; Computer science; Operating system","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":[0.002465259,0.001271628,0.0005488231,0.002481146,0.001590838,0.005784891,0.002325757,0.001646691,0.05871295],"category_scores_gemma":[0.006739216,0.0007197339,0.0006680548,0.003027695,0.0008402538,0.008141542,0.005432698,0.002048892,0.0482732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426746,"about_ca_system_score_gemma":0.002301804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703383,"about_ca_topic_score_gemma":0.001213313,"domain_scores_codex":[0.9970021,0.0004279548,0.0002397447,0.0004170259,0.001651396,0.0002617225],"domain_scores_gemma":[0.9972837,0.000461437,0.0002747832,0.0009570238,0.0008796302,0.0001434886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001040596,0.00007898005,0.0007702166,0.0008542115,0.00003033802,0.0002399205,0.0004858381,0.003108391,0.002953564,0.1943481,0.2843096,0.5127167],"study_design_scores_gemma":[0.000007058592,0.0000262198,0.0002252929,0.0001478628,0.000009850181,0.0002007501,0.00005538516,0.00289897,0.002894481,0.01392455,0.9795929,0.00001674959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005123997,0.005679777,0.3528166,0.004059104,0.001819355,0.0009059132,0.009684778,0.04476112,0.5751494],"genre_scores_gemma":[0.1392356,0.01734799,0.3665052,0.003698314,0.001810591,0.00152482,0.03534244,0.006679099,0.4278559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05871295,"threshold_uncertainty_score":0.1964144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439694445196016,"score_gpt":0.2949953313894693,"score_spread":0.2705983869375091,"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."}}