{"id":"W2105164461","doi":"10.1177/1081286510394561","title":"Slip-plane plasticity using the theory of material evolution","year":2011,"lang":"en","type":"article","venue":"Mathematics and Mechanics of Solids","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Victoria","funders":"","keywords":"Slipping; Plasticity; Anisotropy; Isochoric process; Simple shear; Slip (aerodynamics); Materials science; Hardening (computing); Mechanics; Constitutive equation; Classical mechanics; Physics; Geometry; Mathematics; Shear stress; Thermodynamics; Finite element method; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005229252,0.0001063453,0.0002402403,0.00002893878,0.00007200227,0.00001242935,0.0001862645,0.00007343089,0.0003187567],"category_scores_gemma":[0.00007387785,0.00006277385,0.0000370329,0.00004191254,0.00008569101,0.00005746636,0.0001289317,0.00005039826,0.000002645233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009136798,"about_ca_system_score_gemma":0.00002603847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004760714,"about_ca_topic_score_gemma":0.000003061367,"domain_scores_codex":[0.9992198,0.00003566382,0.0003316041,0.0001152126,0.0001467579,0.0001509786],"domain_scores_gemma":[0.9994446,0.00005366379,0.0002166934,0.0001778579,0.00007254495,0.00003462846],"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":[0.00004260938,0.00003030698,5.413031e-7,0.0001501543,0.00000666743,2.826511e-7,0.0009872342,0.000001869407,0.7082043,0.2905153,0.000005494499,0.00005518763],"study_design_scores_gemma":[0.000103425,0.00009376827,0.000003818497,0.00006205031,0.00005291025,0.00001514726,0.0005975624,0.001597262,0.7805303,0.2168736,0.000006616729,0.00006349738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8901604,0.00006271539,0.1090987,0.000004141538,0.0002667071,0.0001402406,0.00004831118,0.00001332343,0.0002053961],"genre_scores_gemma":[0.9833569,0.00001336332,0.01655037,0.00001508054,0.00003347837,0.000002256211,7.976026e-7,0.00001105451,0.00001672925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09319645,"threshold_uncertainty_score":0.3490162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821026177738791,"score_gpt":0.2284117703945237,"score_spread":0.1902015086171358,"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."}}