{"id":"W2164595801","doi":"10.1007/s11661-010-0246-y","title":"Study of Grain-Growth Kinetics in Delta-Ferrite and Austenite with Application to Thin-Slab Cast Direct-Rolling Microalloyed Steels","year":2010,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Materials science; Ferrite (magnet); Metallurgy; Austenite; Beta ferrite; Kinetics; Grain boundary; Grain growth; Slab; Alloy; Grain size; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001972845,0.0001598324,0.0003846509,0.0002799141,0.000268966,0.0003022193,0.0003633475,0.0002090369,0.0007107327],"category_scores_gemma":[0.0003594807,0.0001971847,0.0001513342,0.0002927548,0.0002222714,0.0002429459,0.000083497,0.0002811358,0.0001359318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176654,"about_ca_system_score_gemma":0.0003443266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006881702,"about_ca_topic_score_gemma":0.008605506,"domain_scores_codex":[0.99992,0.000009658573,0.000003614677,0.00001837957,0.00003268859,0.000015748],"domain_scores_gemma":[0.9996573,0.0001787221,0.00003611831,0.00002519174,0.00008106239,0.0000217045],"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":[0.0002824876,0.00003516153,0.0008593508,0.0000961013,0.000006661572,0.00005209329,0.00006618175,0.001240984,0.9930776,0.0002178712,0.00003654261,0.00402893],"study_design_scores_gemma":[0.00003038271,0.0002976094,0.01017514,0.000003719457,0.00001656619,0.00009352378,0.0000776091,0.02113045,0.9671792,0.00006287866,0.000924141,0.000008786119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947037,0.0009689934,0.002628331,0.0000211548,0.000006899378,0.00001714543,0.0001116717,0.00004945883,0.001492653],"genre_scores_gemma":[0.9965958,0.0003778254,0.001945866,0.00000438484,0.000004081049,0.000006570816,0.00006817777,0.00001336293,0.0009839734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006881702,"threshold_uncertainty_score":0.01368332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006181512214654172,"score_gpt":0.1932476172450928,"score_spread":0.1870661050304386,"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."}}