{"id":"W2610543023","doi":"10.1139/cjce-2016-0602","title":"Interaction of multiple corrosion defects on burst pressure of pipelines","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Research and Development Corporation of Newfoundland and Labrador","keywords":"Corrosion; Limiting; Materials science; Pipeline transport; Deformation (meteorology); Pipeline (software); Finite element method; Transverse plane; Structural engineering; Metallurgy; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000315643,0.000363841,0.0004422638,0.0006018698,0.0001800915,0.0003908234,0.0003598063,0.0005733879,0.0009775315],"category_scores_gemma":[0.001576761,0.0003113387,0.0004103297,0.0001759652,0.0005497204,0.0005001661,0.0004526827,0.0002738289,0.0001666552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932666,"about_ca_system_score_gemma":0.0002192862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044753,"about_ca_topic_score_gemma":0.0007174932,"domain_scores_codex":[0.9996319,0.00004999148,0.00001858471,0.00006562545,0.0001514554,0.00008242005],"domain_scores_gemma":[0.999082,0.0004559081,0.0001812696,0.00006893825,0.0001539101,0.00005802758],"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":[0.000816058,0.000219438,0.03587221,0.0001980235,0.00008686159,0.002976843,0.0004158329,0.5678694,0.3550424,0.001571768,0.0003393541,0.03459181],"study_design_scores_gemma":[0.00001387479,0.0003922267,0.02157735,0.00001139567,0.0000289806,0.0004602651,0.0001220884,0.9349205,0.04172733,0.0003937047,0.0003220631,0.000030166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886081,0.0000818812,0.01028152,0.00003607705,0.000008068294,0.000005970671,0.00002689726,0.00006097785,0.0008904997],"genre_scores_gemma":[0.9993944,0.00001916359,0.0003895397,0.00000279759,0.000001800758,0.000001904697,0.00001160678,0.000004672963,0.0001741115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044753,"threshold_uncertainty_score":0.003270209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166852180341261,"score_gpt":0.2138054114903426,"score_spread":0.20213688968693,"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."}}