{"id":"W2951274050","doi":"10.1002/srin.201900078","title":"A Comparative Study of the Role of Hydrogen on Degradation of the Mechanical Properties of API X60, X60SS, and X70 Pipeline Steels","year":2019,"lang":"en","type":"article","venue":"steel research international","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Cathodic protection; Ultimate tensile strength; Ductility (Earth science); Toughness; Metallurgy; Hydrogen; Hydrogen embrittlement; Cracking; Scanning electron microscope; Fracture (geology); Fracture toughness; Composite material; Corrosion; Creep; Anode","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":[0.0001583356,0.0002203365,0.0001817977,0.0001747897,0.0001420448,0.0001394159,0.0001525032,0.0002596905,0.001266486],"category_scores_gemma":[0.0002236997,0.0001279447,0.0001754074,0.0001602879,0.0001866028,0.0001771261,0.00009134893,0.0001495847,0.000174754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017712,"about_ca_system_score_gemma":0.00008604544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492405,"about_ca_topic_score_gemma":0.002253809,"domain_scores_codex":[0.9998809,0.00001396551,0.000007773497,0.00001871314,0.00005012152,0.00002864722],"domain_scores_gemma":[0.9997473,0.00003874033,0.00004248257,0.0000208348,0.0001164209,0.00003423984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003141854,0.00001791883,0.002154424,0.00004031591,0.00001137399,0.00008964766,0.00006037509,0.0001640488,0.9948715,0.00001732435,0.00002357997,0.002235252],"study_design_scores_gemma":[0.000006089212,0.001251942,0.05989144,0.000004805749,0.00002525418,0.0001454831,0.0001722694,0.0008343935,0.9369287,0.00001921682,0.0007118052,0.000008424255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990824,0.000159681,0.0002428855,0.000006041272,0.000002254584,0.000004037949,0.00006799362,0.000006953409,0.0004276297],"genre_scores_gemma":[0.9985721,0.00009697329,0.0001814168,0.000007953504,0.000001254382,0.000002978162,0.0001255765,0.000003927988,0.001007763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001492405,"threshold_uncertainty_score":0.004236817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0881377368388738,"score_gpt":0.3605151812744505,"score_spread":0.2723774444355768,"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."}}