{"id":"W2624494736","doi":"10.5006/c2013-02063","title":"A Direct Assessment of Failure Pressure of High-Strength Steel Pipelines with Considerations of the Synergism of Corrosion Defects, Internal Pressure and Soil Strain","year":2013,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pipeline transport; Corrosion; Materials science; Internal pressure; Metallurgy; Pressure vessel; Strain (injury); Composite material; Environmental science","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":[0.0002167006,0.0005544176,0.0003509407,0.0003291267,0.0001747418,0.0003483255,0.0005227983,0.0006469467,0.000846006],"category_scores_gemma":[0.0006420381,0.0003291797,0.0003618023,0.0001725966,0.0003422965,0.0005087373,0.0002710264,0.000277734,0.0001811407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632411,"about_ca_system_score_gemma":0.00065006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006419511,"about_ca_topic_score_gemma":0.004171928,"domain_scores_codex":[0.9998785,0.00002388507,0.000005283246,0.00002211735,0.00005897499,0.00001123981],"domain_scores_gemma":[0.999713,0.0001147186,0.00004567783,0.00003809544,0.00007511505,0.00001344788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007518535,0.00007040804,0.009674465,0.00006615553,0.00001640367,0.0001858674,0.00008019974,0.8978589,0.07999497,0.0008489737,0.000171128,0.01095738],"study_design_scores_gemma":[0.000003672287,0.00005880716,0.001673848,0.000001271,0.00000394236,0.00002237902,0.000007888852,0.992116,0.005992956,0.00004948551,0.00006619917,0.000003408173],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8383712,0.00008221163,0.158332,0.00005672286,0.00001340226,0.00003402211,0.0001374196,0.0004551218,0.002517916],"genre_scores_gemma":[0.9948595,0.00003612135,0.004486749,0.00000340158,0.000001807903,0.00001157394,0.000036833,0.000009898278,0.0005541526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006419511,"threshold_uncertainty_score":0.01276428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005235550624783944,"score_gpt":0.2060450643617863,"score_spread":0.2008095137370024,"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."}}