{"id":"W1975169069","doi":"10.1016/j.msea.2008.01.065","title":"Plastic deformation of Al and AA5754 between 4.2K and 295K","year":2008,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Flow stress; Dislocation; Electrical resistivity and conductivity; Work hardening; Deformation (meteorology); Hardening (computing); Annihilation; Condensed matter physics; Strain hardening exponent; Plasticity; Composite material; Strain rate; Physics; Microstructure","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":[0.0003957251,0.00008458979,0.0001626943,0.00006899988,0.000131325,0.000064614,0.00008025782,0.0000304564,0.00002003742],"category_scores_gemma":[0.0001091813,0.00006300004,0.000004866686,0.00008213768,0.0002716393,0.0003263578,0.00009850324,0.00002565293,0.000003173848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009526658,"about_ca_system_score_gemma":0.00002417671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000427111,"about_ca_topic_score_gemma":4.829757e-7,"domain_scores_codex":[0.9993219,0.000005408775,0.0001707908,0.0001639628,0.0001590403,0.0001788642],"domain_scores_gemma":[0.9997448,0.00002396988,0.00003889124,0.00007573992,0.00003991082,0.00007668974],"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":[0.000005655901,0.000001423347,0.0001417659,0.00005913548,7.821707e-7,6.477538e-7,0.0004390134,0.0000143061,0.9990655,0.0001207635,0.0000151724,0.000135847],"study_design_scores_gemma":[0.0001228971,0.00006554979,0.01439503,0.00003486076,0.00000465595,0.00005187732,0.0000329098,0.0002441209,0.9847109,0.00005724959,0.0001885552,0.00009138484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992597,0.0001208133,0.0002592664,0.00003466283,0.0002130748,0.00005842311,0.00001214506,0.00002813843,0.00001379005],"genre_scores_gemma":[0.9990249,0.00006277808,0.0008379553,0.00002703283,0.00003361276,0.00000257423,8.803183e-7,0.000004634803,0.000005579213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435457,"threshold_uncertainty_score":0.2569067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221815634758433,"score_gpt":0.1920841522181104,"score_spread":0.1798659958705261,"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."}}