{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001870855,0.0001204183,0.0001849592,0.0002413071,0.00007802333,0.000006232127,0.0001340701,0.0001297622,0.0002392463],"category_scores_gemma":[0.00003815828,0.00009231525,0.00007364135,0.0002604612,0.00003609339,0.0001227412,0.00001172979,0.000123286,0.000007053811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118736,"about_ca_system_score_gemma":0.00007984617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008124338,"about_ca_topic_score_gemma":0.05856061,"domain_scores_codex":[0.9991944,0.00000617952,0.000318725,0.00008212515,0.00009232959,0.0003062851],"domain_scores_gemma":[0.9995471,0.00003484407,0.00002505497,0.0001283671,0.00006614721,0.0001985039],"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":[0.00003925174,0.0001195621,0.06252106,0.001065865,0.0005503757,3.266869e-7,0.005139005,0.00498119,0.004361125,0.0108,0.01838204,0.8920402],"study_design_scores_gemma":[0.0003149353,0.00002006219,0.02008058,0.00005363253,0.00008724011,0.000004269134,0.0008363496,0.1380335,0.3193586,0.0001147426,0.5204927,0.000603331],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722391,0.0003243431,0.022433,0.00007313475,0.0004693832,0.00008812948,0.00001805148,0.00009125478,0.004263586],"genre_scores_gemma":[0.9748825,0.00004268974,0.02450879,0.00005045514,0.0001102056,0.00001605862,0.00003453884,0.00001100187,0.0003437555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8914369,"threshold_uncertainty_score":0.9984807,"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."}}