{"id":"W2058408892","doi":"10.1115/ipc2008-64644","title":"Comparison of US and Canadian Transmission Pipeline Consensus Standards","year":2008,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Energy Regulator","funders":"Pipeline and Hazardous Materials Safety Administration","keywords":"Pipeline (software); Pipeline transport; Agency (philosophy); Hazardous waste; Safety standards; 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":[0.01025875,0.000436103,0.0004522727,0.008075807,0.005103095,0.00596745,0.003126896,0.0008174151,0.01261217],"category_scores_gemma":[0.04117165,0.0003641986,0.0008101264,0.01130156,0.001434208,0.001407103,0.001534362,0.001142804,0.001253763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07273547,"about_ca_system_score_gemma":0.1034531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801704,"about_ca_topic_score_gemma":0.9804858,"domain_scores_codex":[0.9726571,0.001613253,0.001046425,0.0009270135,0.02077421,0.002981962],"domain_scores_gemma":[0.9270751,0.00340312,0.001426842,0.002132459,0.06464732,0.001315124],"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":[0.0005204411,0.0001579713,0.03738839,0.0007696673,0.0001600726,0.0005443601,0.00638867,0.02971913,0.002889844,0.4210345,0.2479143,0.2525127],"study_design_scores_gemma":[0.0001382933,0.000210809,0.2111434,0.00102024,0.0002902784,0.0004649805,0.01315565,0.02246275,0.007628216,0.01293833,0.7301682,0.0003787082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1433571,0.002043156,0.01537524,0.006889672,0.0004059543,0.0004694991,0.01178269,0.001279081,0.8183976],"genre_scores_gemma":[0.8791606,0.002532861,0.01969341,0.001472166,0.00006012324,0.0002391541,0.01673782,0.0003950307,0.07970867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07273547,"threshold_uncertainty_score":0.5277352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970006808701029,"score_gpt":0.2556246056255385,"score_spread":0.2359245375385282,"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."}}