{"id":"W2899703143","doi":"10.1115/ipc2018-78102","title":"Transverse Strain Aging Behaviour of Uncoated Thick Walled X70 UOE Microalloyed Steel Pipes","year":2018,"lang":"en","type":"article","venue":"Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Ultimate tensile strength; Microstructure; Scanning electron microscope; Dynamic strain aging; Optical microscope; Metallurgy; Microalloyed steel; Composite material; Strain hardening exponent; Work hardening; Yield (engineering); Welding; Austenite","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002744578,0.0002646397,0.0002167019,0.0002744963,0.0001310568,0.0001552066,0.0001735681,0.0001947195,0.0009099157],"category_scores_gemma":[0.000538893,0.0001827933,0.0001289967,0.0002352412,0.0001649971,0.0002195605,0.0001218011,0.0001676906,0.0001549408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659248,"about_ca_system_score_gemma":0.0001291857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184193,"about_ca_topic_score_gemma":0.002303154,"domain_scores_codex":[0.9998063,0.0000186042,0.00002159945,0.00004156166,0.00007662753,0.00003525392],"domain_scores_gemma":[0.9994288,0.00007174551,0.0001644906,0.00005013379,0.0002291492,0.00005563262],"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":[0.0001345197,0.00001010718,0.00163867,0.00002006214,0.000005517378,0.00006001387,0.00006915431,0.0002070049,0.996357,0.00001196586,0.00001392391,0.001472],"study_design_scores_gemma":[0.000003995529,0.0007645372,0.05429032,0.000005686792,0.00001937647,0.000116283,0.000110311,0.001132394,0.9430491,0.000006939863,0.0004930319,0.000008118839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991505,0.0001203515,0.0004535887,0.000003758084,0.00000330028,0.00000370311,0.00005390001,0.00001646236,0.0001943517],"genre_scores_gemma":[0.9979333,0.00009985537,0.0006505511,0.000005573906,0.000002494234,0.00000551454,0.0001382934,0.0000109892,0.001153442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001184193,"threshold_uncertainty_score":0.003044009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091996378361668,"score_gpt":0.2154344306708964,"score_spread":0.2045144668872797,"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."}}