{"id":"W3129312012","doi":"10.1007/s11661-021-06152-5","title":"Mechanical Properties of Intercritically Annealed X80 Line Pipe Steels","year":2021,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"EVRAZ (Canada); University of British Columbia","funders":"","keywords":"Materials science; Metallurgy; Austenite; Martensite; Weldability; Ultimate tensile strength; Microstructure; Toughness; Brittleness; Welding; Fracture toughness; Annealing (glass); Heat-affected zone; Fractography; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001269258,0.0001703055,0.000459509,0.00003222227,0.00005679438,0.00007032873,0.00008891065,0.0001416514,0.001764886],"category_scores_gemma":[0.00002046495,0.0001363078,0.00009742977,0.00009097498,0.00008666608,0.000127782,0.00001982684,0.0001282132,0.00001303814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001008327,"about_ca_system_score_gemma":0.00001700002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001779514,"about_ca_topic_score_gemma":0.00002224549,"domain_scores_codex":[0.9989042,0.00005428756,0.0004675095,0.0002193138,0.000124797,0.0002299408],"domain_scores_gemma":[0.9995902,0.00002076873,0.00001701205,0.000162904,0.00009270025,0.0001164386],"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":[0.00005441764,0.00006236228,1.087726e-8,0.0003348337,0.00008586892,0.00002198059,0.00005056115,0.0001392522,0.9969288,0.0006683561,0.000007937021,0.001645695],"study_design_scores_gemma":[0.0004328101,0.00008005799,0.000004993387,0.0001103132,0.00009860007,0.0001640606,0.0000699051,0.0006625637,0.9941216,0.0003911555,0.0036874,0.0001766151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8356298,0.001896793,0.1608318,0.0002518764,0.0005980134,0.0001931044,0.00008035827,0.0001796306,0.0003386375],"genre_scores_gemma":[0.9968647,0.0007015934,0.001762339,0.00007244804,0.00005416874,0.00002370055,0.000008173088,0.00002602016,0.0004868195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1612349,"threshold_uncertainty_score":0.9991477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598163796310645,"score_gpt":0.194706717353373,"score_spread":0.1787250793902666,"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."}}