{"id":"W2551746216","doi":"10.4028/www.scientific.net/msf.879.29","title":"Dynamic Transformation during Plate and Strip Rolling","year":2016,"lang":"en","type":"article","venue":"Materials science forum","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Austenite; Isothermal process; Metallurgy; Ferrite (magnet); Softening; Volume fraction; Composite material; Thermodynamics; 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":[0.0002560545,0.0002821056,0.0004376779,0.0003354601,0.0002979102,0.0005026588,0.000541551,0.00049559,0.003906395],"category_scores_gemma":[0.0008351389,0.00025353,0.0003525354,0.0004917903,0.0005285516,0.0004181616,0.0002514228,0.0003468187,0.0002224819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962563,"about_ca_system_score_gemma":0.0005215394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005269769,"about_ca_topic_score_gemma":0.004560409,"domain_scores_codex":[0.9998596,0.00001848891,0.00000504015,0.00002361772,0.00003446519,0.00005880881],"domain_scores_gemma":[0.9997817,0.0000929146,0.00002861806,0.00002174338,0.00004463486,0.00003037751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005473273,0.0001198604,0.007676814,0.0001169253,0.00006515293,0.0003372268,0.0001866235,0.9367075,0.04330153,0.00251023,0.0006904509,0.007740294],"study_design_scores_gemma":[0.00008308508,0.000551176,0.01271013,0.00001229047,0.00004051353,0.00008419524,0.0002370438,0.9720342,0.01211798,0.0008287937,0.00126736,0.00003322264],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940698,0.00005873043,0.001928314,0.00003660614,0.0000096698,0.00001748367,0.000272052,0.0000811124,0.003526189],"genre_scores_gemma":[0.9983345,0.00004028,0.0006863627,0.00001019708,0.000002079493,0.00001699882,0.0002224283,0.00003872582,0.0006485963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005269769,"threshold_uncertainty_score":0.0130682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004269444440771709,"score_gpt":0.1831022517201168,"score_spread":0.1788328072793451,"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."}}