{"id":"W2554275820","doi":"10.1115/ipc2016-64568","title":"The Short and Long Term Effects of Elevated Temperature on the Mechanical Properties of Line Pipe Steels","year":2016,"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":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVRAZ (Canada)","funders":"Colorado School of Mines","keywords":"Materials science; Ultimate tensile strength; Ductility (Earth science); Dynamic strain aging; Metallurgy; Deformation (meteorology); Composite material; Stress (linguistics); Creep","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":[0.0002801049,0.000277939,0.0002686892,0.0002140418,0.0001910626,0.0002339174,0.0002015492,0.0002857617,0.00121842],"category_scores_gemma":[0.0006472344,0.0001702364,0.0002882396,0.0002270715,0.0002678929,0.0002435099,0.0001912972,0.0003487841,0.0002647944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720576,"about_ca_system_score_gemma":0.0001397653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251834,"about_ca_topic_score_gemma":0.001778859,"domain_scores_codex":[0.999705,0.00004178477,0.000026549,0.00005724836,0.0001137764,0.00005555478],"domain_scores_gemma":[0.9993116,0.000110513,0.000153554,0.00008755037,0.0002711544,0.00006564916],"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":[0.0004844999,0.0000301229,0.00345557,0.00004637999,0.00002384404,0.0001174215,0.0000726393,0.0006453512,0.9931686,0.0000193845,0.000023919,0.001912392],"study_design_scores_gemma":[0.000009721147,0.001913283,0.06981639,0.000006921639,0.00006705929,0.0001813229,0.0001298734,0.001512584,0.9257503,0.00002594666,0.0005680731,0.00001857219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990564,0.0002099774,0.0003800445,0.000007755583,0.000007536149,0.000003980429,0.00007934419,0.00001402208,0.0002410283],"genre_scores_gemma":[0.9992408,0.00006864877,0.0002275791,0.00000678265,0.000003775387,0.00000268427,0.00009007091,0.000007554906,0.0003521482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001251834,"threshold_uncertainty_score":0.004076004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089017358589122,"score_gpt":0.2003101133539368,"score_spread":0.1894199397680456,"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."}}