{"id":"W2090865344","doi":"10.2355/isijinternational.51.612","title":"Dynamic Transformation of a Low Carbon Steel at Temperatures above the Ae3","year":2011,"lang":"en","type":"article","venue":"ISIJ International","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; ArcelorMittal","keywords":"Austenite; Materials science; Isothermal process; Ferrite (magnet); Strain (injury); Isothermal transformation diagram; Metallurgy; Saturation (graph theory); Deformation (meteorology); Strain rate; Carbon steel; Atmospheric temperature range; Composite material; Thermodynamics; Bainite; Microstructure; Mathematics","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":[0.0001773764,0.0002621766,0.0002423294,0.0002744319,0.0003758988,0.0002662095,0.0002800518,0.0003325843,0.001741396],"category_scores_gemma":[0.0003428225,0.0001997242,0.0001613134,0.0002605066,0.0004344741,0.0002209114,0.0001446244,0.000496846,0.0002483411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004415982,"about_ca_system_score_gemma":0.0003677189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004395054,"about_ca_topic_score_gemma":0.006763284,"domain_scores_codex":[0.9997556,0.00001672302,0.00001126957,0.00004690981,0.0001188602,0.00005071473],"domain_scores_gemma":[0.9997323,0.00005247619,0.00004180117,0.00002533743,0.0001057071,0.00004226565],"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":[0.00007933807,0.00001028266,0.0005059773,0.00001116704,0.000002871463,0.00005036065,0.00002642355,0.0002076784,0.9985201,0.00003647204,0.00001147314,0.0005378167],"study_design_scores_gemma":[0.00001227531,0.0004258865,0.02770001,0.000004177819,0.000006658873,0.0001334851,0.00005194972,0.001700452,0.9690856,0.00005187506,0.0008170352,0.00001069223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998026,0.00007543804,0.0009183098,0.00001282725,0.000005159174,0.00001096126,0.00008359904,0.0000158587,0.000851989],"genre_scores_gemma":[0.9979126,0.00004240885,0.0007290124,0.00001500794,0.000002077084,0.000008837982,0.0001775151,0.00001203115,0.001100663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004395054,"threshold_uncertainty_score":0.008738995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00735681596487733,"score_gpt":0.1885288705394169,"score_spread":0.1811720545745396,"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."}}