{"id":"W1999550225","doi":"10.1140/epjst/e2008-00750-7","title":"Deformation, yield and ageing in glassy solids","year":2008,"lang":"en","type":"article","venue":"The European Physical Journal Special Topics","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ageing; Materials science; Yield (engineering); Deformation (meteorology); Rejuvenation; Forensic engineering; Composite material; Gerontology; Engineering","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":[0.0003164429,0.0002440293,0.0002973645,0.000609711,0.0003006017,0.0003995706,0.0002401322,0.0004755727,0.0009018832],"category_scores_gemma":[0.001149265,0.0002120656,0.0002751959,0.0004068142,0.0008729784,0.0007760119,0.0004348481,0.000385777,0.0002565396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002894386,"about_ca_system_score_gemma":0.0001422134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008696848,"about_ca_topic_score_gemma":0.0008810292,"domain_scores_codex":[0.9998682,0.00002166833,0.00001147421,0.00002849531,0.00004329604,0.00002690292],"domain_scores_gemma":[0.9995795,0.0001811351,0.0001130251,0.00004098636,0.00004813703,0.00003721132],"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":[0.001428789,0.0002657262,0.0258463,0.0001776615,0.00007555045,0.0008800929,0.001313853,0.05741075,0.8646668,0.008145466,0.0003652874,0.0394238],"study_design_scores_gemma":[0.00004026188,0.001192169,0.2475636,0.00003713728,0.0001063644,0.00114799,0.0007306302,0.2760904,0.4562539,0.01426935,0.002424836,0.0001432694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947836,0.001032994,0.003294218,0.00004815696,0.00001393082,0.00000491037,0.00005298664,0.00002320066,0.0007460818],"genre_scores_gemma":[0.9985778,0.0003486795,0.0001222256,0.00000500398,0.00001038855,0.000002291981,0.00003853614,0.00001408142,0.0008810395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009018832,"threshold_uncertainty_score":0.003017068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376906697024702,"score_gpt":0.2235685190704711,"score_spread":0.1997994521002241,"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."}}