{"id":"W2070367342","doi":"10.1103/physreve.78.056109","title":"Aging in the shear-transformation-zone theory of plastic deformation","year":2008,"lang":"en","type":"article","venue":"Physical Review E","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shear matrix; Plateau (mathematics); Materials science; Stress relaxation; Relaxation (psychology); Plasticity; Non-equilibrium thermodynamics; Thermodynamics; Supercooling; Shear (geology); Amorphous solid; Shear stress; Condensed matter physics; Strain rate; Internal friction; Stress (linguistics); Degrees of freedom (physics and chemistry); Kinetic energy; Exponential function; Dynamic strain aging; Creep; Physics; Classical mechanics; Mathematics; Composite material; Amorphous metal; Crystallography; Chemistry; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0004830055,0.00005783591,0.0001610035,0.00001399762,0.00004829082,0.0000100938,0.0001403608,0.000007669712,0.00008257756],"category_scores_gemma":[0.00006701008,0.00003121861,0.00004712017,0.0000974694,0.00005578954,0.0001772743,0.00001363373,0.00004196689,0.00009353778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007741932,"about_ca_system_score_gemma":0.00001407418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002043228,"about_ca_topic_score_gemma":0.000001558695,"domain_scores_codex":[0.9993291,0.000145774,0.000215075,0.00005756754,0.0001598756,0.00009260208],"domain_scores_gemma":[0.9996628,0.0001272338,0.0000598178,0.0001137935,0.0000238453,0.00001247298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001249682,0.0005177069,0.0002881346,0.01322195,0.00001672821,0.000005924717,0.02252824,0.0008113403,0.3816297,0.5598949,0.0002641322,0.02069622],"study_design_scores_gemma":[0.004973891,0.001971767,0.159472,0.04084855,0.000768326,0.0003180646,0.002264411,0.08936428,0.3965909,0.240825,0.05870539,0.003897436],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958203,0.001589256,0.0009826239,0.0001634688,0.00007040759,0.0001941734,0.0000065537,0.000009677833,0.001163498],"genre_scores_gemma":[0.9971417,0.002529589,0.00003459166,0.0002243683,0.00003299261,0.00002258266,0.000005204397,0.000003078228,0.00000586944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.31907,"threshold_uncertainty_score":0.1273058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426944741742411,"score_gpt":0.2656518587073954,"score_spread":0.2413824112899713,"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."}}