{"id":"W2803668599","doi":"10.1016/j.mtla.2018.04.006","title":"Influence of strain rate on dynamic transformation of austenite in an as-cast medium-carbon low-alloy steel","year":2018,"lang":"en","type":"article","venue":"Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; École de Technologie Supérieure","funders":"","keywords":"Materials science; Austenite; Alloy; Metallurgy; Transformation (genetics); Strain (injury); Carbon steel; Carbon fibers; Strain rate; Composite material; Microstructure; Corrosion","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001702958,0.0001271151,0.0002081773,0.00008530224,0.00001074161,0.00001380409,0.0001466585,0.0001015416,0.00008963244],"category_scores_gemma":[0.00000970666,0.0001111455,0.00002625784,0.00008470071,0.00005441476,0.0001255096,0.0000121259,0.00006352939,0.00001346266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002455,"about_ca_system_score_gemma":0.00001044943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009370273,"about_ca_topic_score_gemma":0.00009849756,"domain_scores_codex":[0.9992001,0.00003358045,0.0003867488,0.0001073904,0.0001062774,0.0001658903],"domain_scores_gemma":[0.9996772,0.000004542162,0.00005170059,0.0001775047,0.00004829519,0.00004070675],"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":[0.0001420077,0.0000129728,0.000007870977,0.0002573135,0.000008188605,0.000001249642,0.001062081,0.002249508,0.9956936,0.0001290512,0.000003184019,0.0004329353],"study_design_scores_gemma":[0.0005801279,0.0004024441,0.00523221,0.0002204004,0.00001009725,0.000001731971,0.00009198643,0.004940472,0.9880189,0.0002514059,0.0001054833,0.0001446965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988166,0.000007103638,0.0000123389,0.00001384852,0.0004911702,0.0001972813,0.00006307081,0.00004106329,0.0003575016],"genre_scores_gemma":[0.9998019,0.000006619637,0.0000491336,0.00003166237,0.00003673213,0.000005599017,0.00001687532,0.00001991657,0.00003153816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007674693,"threshold_uncertainty_score":0.4532383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007204176073578483,"score_gpt":0.2207063682292936,"score_spread":0.2135021921557151,"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."}}