{"id":"W2922465684","doi":"","title":"Safety factors of buried steel natural gas pipelines under spatially variable earthquake ground motion.","year":2018,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ground motion; Pipeline transport; Natural (archaeology); Variable (mathematics); Natural gas; Geology; Environmental science; Seismology; Engineering","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":[0.0002156291,0.0002925656,0.0001611957,0.0004452761,0.000141124,0.0002567231,0.000210755,0.0002509998,0.001072465],"category_scores_gemma":[0.001537793,0.0001540881,0.0001426297,0.0002217678,0.0003079755,0.0003850653,0.0002699801,0.000113478,0.0001079668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547012,"about_ca_system_score_gemma":0.0001995327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988666,"about_ca_topic_score_gemma":0.003855684,"domain_scores_codex":[0.9998951,0.00001688918,0.00000518863,0.00001978945,0.00004168802,0.00002127925],"domain_scores_gemma":[0.9993656,0.0002827915,0.0002095512,0.00002698383,0.00007943092,0.00003562393],"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":[0.0004153948,0.00005576496,0.07715026,0.0001246466,0.00003273604,0.001225984,0.0002233193,0.7359236,0.1648718,0.001370514,0.0002393263,0.01836681],"study_design_scores_gemma":[0.00000845388,0.0004402993,0.1039314,0.00001036876,0.00002318311,0.0004063817,0.0004031069,0.8623913,0.03061813,0.001221222,0.000521219,0.00002493978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923931,0.0000347738,0.006576736,0.00001868249,0.000001730843,0.000004857437,0.00007351714,0.00002241939,0.000874144],"genre_scores_gemma":[0.9995902,0.00001097123,0.0002197531,6.631986e-7,4.885118e-7,9.681477e-7,0.0000301117,0.000002143787,0.0001446229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002988666,"threshold_uncertainty_score":0.005942523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020391906842514,"score_gpt":0.2338243748310599,"score_spread":0.2136204557626348,"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."}}