{"id":"W2041759168","doi":"10.1115/ipc2012-90343","title":"Development of Pipeline Integrity Performance Indicators for Canadian Energy Pipelines","year":2012,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spectra Energy (Canada); Petroleum Technology Alliance Canada","funders":"","keywords":"Integrity management; Performance indicator; Pipeline (software); Pipeline transport; Computer science; Stakeholder; Risk analysis (engineering); Energy performance; Process management; Efficient energy use; Business; Engineering","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":[0.02312289,0.001565169,0.000734435,0.01860075,0.003959896,0.005949211,0.003023709,0.0007525571,0.003565683],"category_scores_gemma":[0.05408159,0.0005745761,0.0009439357,0.01685604,0.001087423,0.003379252,0.003623582,0.002101507,0.001172598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05036789,"about_ca_system_score_gemma":0.09022275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7974407,"about_ca_topic_score_gemma":0.8395847,"domain_scores_codex":[0.9637132,0.002086891,0.002020058,0.000941483,0.02911993,0.002118428],"domain_scores_gemma":[0.8514283,0.004189358,0.00723871,0.002265865,0.1324796,0.002398066],"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":[0.0005020964,0.0005217069,0.2736454,0.001796419,0.0001646834,0.0003278625,0.006911136,0.03594585,0.009844745,0.05478982,0.1250401,0.4905101],"study_design_scores_gemma":[0.00004229322,0.0004647197,0.4695496,0.0008606052,0.0001331143,0.0001936797,0.007957213,0.04435947,0.03572523,0.005269106,0.4349746,0.0004705009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3231325,0.002233777,0.2375926,0.008141031,0.0006675386,0.009041408,0.09283796,0.00549023,0.320863],"genre_scores_gemma":[0.6137572,0.002254451,0.2727191,0.0004491266,0.0000856856,0.003677578,0.07152178,0.0006692605,0.03486584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2025593,"threshold_uncertainty_score":0.4075044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709310913154521,"score_gpt":0.2280730440549905,"score_spread":0.2109799349234453,"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."}}