{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005669584,0.0001294178,0.0001907991,0.0001035606,0.000005780344,0.00001108918,0.00005921846,0.0001209948,0.0006063189],"category_scores_gemma":[0.000008957236,0.0001214892,0.0000323487,0.00003580151,0.000005340833,0.00002179767,0.000004627604,0.00003722483,0.00003716809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000192142,"about_ca_system_score_gemma":0.00001097448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001246337,"about_ca_topic_score_gemma":0.0002410025,"domain_scores_codex":[0.9995841,0.000005879258,0.0001291158,0.0001008973,0.00005156276,0.0001284531],"domain_scores_gemma":[0.9998149,0.00001520365,0.00002456491,0.0001166884,0.00000593906,0.00002267584],"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":[0.00001163202,0.00002523418,4.410011e-7,0.002068411,0.00003381607,5.316292e-7,0.00005021908,0.8315834,0.00414425,0.01132199,0.1486701,0.002089978],"study_design_scores_gemma":[0.0002087343,0.000006374202,1.894568e-7,0.0001070877,0.000008379885,3.370716e-8,8.559276e-7,0.8946263,0.0002275506,0.0007383154,0.1039362,0.0001399369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0000369191,0.000009754879,0.8106173,0.00000426348,0.0001716876,0.0002559547,0.00001245872,0.0002683695,0.1886233],"genre_scores_gemma":[0.04175741,0.00004294018,0.06813314,0.0001638569,0.000328147,0.0002866837,0.0005709653,0.001130311,0.8875865],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7424842,"threshold_uncertainty_score":0.6638767,"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."}}