{"id":"W4239745330","doi":"10.1002/9781118888179.ch31","title":"Physically‐Based Model for Static Recrystallization in AZ31","year":2014,"lang":"en","type":"other","venue":"","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Recrystallization (geology); Acknowledgement; Dynamic recrystallization; Materials science; Computer science; Metallurgy; Hot working; Geology; Microstructure; Petrology; Computer security","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":[0.0001760429,0.0005896846,0.0007586462,0.000447039,0.0006506249,0.001020495,0.002190364,0.001463072,0.01484673],"category_scores_gemma":[0.0004073084,0.0005352696,0.0008794172,0.0003559912,0.0005807414,0.00125286,0.000653212,0.0008354636,0.002575067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581846,"about_ca_system_score_gemma":0.001456934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03011856,"about_ca_topic_score_gemma":0.01954775,"domain_scores_codex":[0.9998574,0.00001426272,0.000006868304,0.00003248477,0.00006824465,0.00002065046],"domain_scores_gemma":[0.9999192,0.00001946224,0.00001258432,0.0000135371,0.00002818828,0.000007065764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003299404,0.00002832743,0.000371098,0.00005728654,0.0000139167,0.00008946158,0.00005860888,0.9506024,0.006198466,0.03575966,0.001546504,0.00524123],"study_design_scores_gemma":[0.00001141466,0.000008224766,0.0003363837,0.000006302685,0.000004851974,0.00002129208,0.00001223504,0.9923847,0.0009544215,0.002765966,0.003484478,0.000009807362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1381932,0.001884691,0.5981949,0.001550408,0.0003765672,0.0003264941,0.003677626,0.002753335,0.2530428],"genre_scores_gemma":[0.8315774,0.001117906,0.03001882,0.0001899144,0.00007715435,0.0002918199,0.00186676,0.0006510647,0.1342091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03011856,"threshold_uncertainty_score":0.05988652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389957099132235,"score_gpt":0.2217635142679013,"score_spread":0.2078639432765789,"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."}}