{"id":"W2053662564","doi":"10.1016/j.msea.2014.12.043","title":"New insights to the effects of ausforming on the bainitic transformation","year":2014,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Bainite; Austenite; Nucleation; Materials science; Deformation (meteorology); Metallurgy; Metallography; Volume fraction; Kinetics; Carbide; Martensite; Diffusionless transformation; Microstructure; Dislocation; Isothermal transformation diagram; Composite material; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001138908,0.000223345,0.0002415318,0.0001691312,0.0002559879,0.000396972,0.0002852165,0.0002944146,0.004212229],"category_scores_gemma":[0.0003645251,0.0001223323,0.0001199081,0.0001220848,0.0006545597,0.0006079464,0.0002443448,0.0004386465,0.0003194441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859056,"about_ca_system_score_gemma":0.0002033748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004891661,"about_ca_topic_score_gemma":0.001045426,"domain_scores_codex":[0.9999269,0.000006262764,0.000002862687,0.00001408214,0.0000342469,0.00001564594],"domain_scores_gemma":[0.9999176,0.00003862079,0.00001360327,0.0000133978,0.00001022434,0.000006479671],"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":[0.0001642519,0.00005747781,0.001067956,0.0002889812,0.00001123603,0.0004357784,0.000259702,0.003353619,0.8991426,0.07490812,0.0008188998,0.01949149],"study_design_scores_gemma":[0.00006298286,0.0002924965,0.01188202,0.00004038853,0.00002725469,0.0007938894,0.0003700233,0.03685707,0.8574604,0.0688349,0.02332192,0.00005664569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118157,0.005061673,0.02211118,0.001402612,0.0002924141,0.00002308048,0.0001999797,0.0002857363,0.05880758],"genre_scores_gemma":[0.9946726,0.001115775,0.001652282,0.00009435771,0.00004278334,0.000005947857,0.0000389675,0.00004027188,0.002337113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004212229,"threshold_uncertainty_score":0.01409131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004555182724175271,"score_gpt":0.1636269133455063,"score_spread":0.159071730621331,"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."}}