{"id":"W1990481077","doi":"10.1007/s11706-007-0049-2","title":"Effect of Mn on strain accumulation in Nb microalloying steels","year":2007,"lang":"en","type":"article","venue":"Frontiers of Materials Science in China","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Recrystallization (geology); Metallurgy; Grain boundary; Zener pinning; Grain size; Precipitation; Thermomechanical processing; Dynamic recrystallization; Microstructure; Hot working; Pinning force","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":[0.0002708678,0.0002648699,0.0002958397,0.0003716684,0.0003719226,0.0004293978,0.0003503543,0.0002392118,0.0016798],"category_scores_gemma":[0.0007926789,0.0002347828,0.0001641233,0.0002339578,0.0003477976,0.0004125092,0.0002452965,0.0002677602,0.0001693957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005570055,"about_ca_system_score_gemma":0.0003497456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005089701,"about_ca_topic_score_gemma":0.006795443,"domain_scores_codex":[0.9998145,0.00002647501,0.00001505799,0.00004834749,0.00003884415,0.00005688062],"domain_scores_gemma":[0.9994338,0.0001871579,0.0001283572,0.00003879649,0.0001385911,0.00007333991],"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":[0.003411163,0.00007890558,0.002614627,0.0001591093,0.00003291426,0.0002208003,0.0001142186,0.002367699,0.9857002,0.0002637473,0.0001048873,0.004931625],"study_design_scores_gemma":[0.00002183849,0.0003163193,0.006251401,0.00001176652,0.0000373619,0.00004610492,0.00009057931,0.004871671,0.9877029,0.00003843238,0.0006027428,0.000008954047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981326,0.0005004551,0.0002828029,0.00003577708,0.00002142346,0.000004664647,0.00005561339,0.00002342859,0.0009431783],"genre_scores_gemma":[0.9993001,0.00009916679,0.0001100955,0.000008738441,0.000003931459,0.000001419822,0.00002621109,0.000006755462,0.0004436602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005089701,"threshold_uncertainty_score":0.01012015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024686043443015,"score_gpt":0.2688428804865042,"score_spread":0.258596020052074,"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."}}