{"id":"W4394064000","doi":"10.1016/j.mechmat.2024.105002","title":"Microstructure characterization and dynamic recrystallization behavior of Ni–Cu alloy during hot deformation","year":2024,"lang":"en","type":"article","venue":"Mechanics of Materials","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Dynamic recrystallization; Materials science; Electron backscatter diffraction; Crystal twinning; Microstructure; Flow stress; Grain boundary; Strain rate; Recrystallization (geology); Softening; Work hardening; Metallurgy; Composite material; Hot working; Crystallography","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":[0.0001867714,0.0001154017,0.0001983894,0.0001142934,0.00002726696,0.00004908238,0.00005671173,0.0001085723,0.0001237092],"category_scores_gemma":[0.000009434803,0.0001126433,0.00002050581,0.00007629591,0.000007561829,0.0003195127,0.0000334542,0.00003021494,0.000002863827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002382304,"about_ca_system_score_gemma":0.000006917271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007997293,"about_ca_topic_score_gemma":0.000003223587,"domain_scores_codex":[0.9993002,0.00001876478,0.0003773088,0.00009974112,0.00008872976,0.0001152856],"domain_scores_gemma":[0.9997657,0.000004840181,0.00007532369,0.000100908,0.0000323542,0.00002089834],"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":[0.00001837405,0.000003731924,0.000002325729,0.001502978,0.00001731107,0.000001257501,0.000205484,0.0001021747,0.9959937,0.001616709,6.662647e-7,0.0005353116],"study_design_scores_gemma":[0.0001062799,0.00001999256,0.001072925,0.0002011228,0.00004313596,0.00001983234,0.00001620827,0.003817455,0.9942863,0.0002574278,0.00005146254,0.0001078755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884746,0.00006952767,0.009518172,0.000003253744,0.00143238,0.000211127,0.000172151,0.0001141371,0.000004652759],"genre_scores_gemma":[0.9988406,0.0003046679,0.0004111596,0.000001677972,0.000029242,0.00001517569,0.0003369423,0.00003081756,0.00002968194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036604,"threshold_uncertainty_score":0.4593459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005515481121456995,"score_gpt":0.2002404675170962,"score_spread":0.1947249863956392,"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."}}