{"id":"W1990316863","doi":"10.1179/174328408x307247","title":"Effect of microstructure and chemical composition on dynamic factor of high strength steels","year":2008,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Networks of Centres of Excellence of Canada","keywords":"Materials science; Bainite; Microstructure; Ferrite (magnet); Martensite; Austenite; Pearlite; Metallurgy; Beta ferrite; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003165875,0.0001648639,0.0004576979,0.0002523533,0.0001418403,0.00003353277,0.0002637154,0.000175923,0.0001067559],"category_scores_gemma":[0.00008930824,0.0001221192,0.0000126461,0.0002796439,0.002293603,0.0001504017,0.0001744715,0.00005398569,0.000006054472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003148566,"about_ca_system_score_gemma":0.00005423565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005508303,"about_ca_topic_score_gemma":9.286815e-7,"domain_scores_codex":[0.99883,0.00004395713,0.0002838307,0.0003197552,0.0002472079,0.0002752381],"domain_scores_gemma":[0.9993818,0.00004645601,0.0001732718,0.0002345107,0.0001036782,0.0000602243],"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":[0.0001112029,0.00002388878,0.000268972,0.0000706409,0.000001553928,0.000003977547,0.00008737978,1.34041e-7,0.9984633,0.0004665377,0.000003857375,0.0004984954],"study_design_scores_gemma":[0.000487239,0.0006961502,0.004193843,0.00004035404,0.00001230536,0.00008735296,0.00001163743,0.000001058913,0.9942423,0.0001108746,0.000004787555,0.0001120697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990358,0.00001742825,0.000003523938,0.00008165859,0.0003067858,0.0002251808,0.0002612391,0.00006250948,0.000005908375],"genre_scores_gemma":[0.9995609,0.00001958262,0.0003720636,0.000008991621,0.00001141573,0.000008160978,0.000006698833,0.000007833566,0.000004364161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004221032,"threshold_uncertainty_score":0.8450875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005355660058016768,"score_gpt":0.2486210288913754,"score_spread":0.2432653688333586,"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."}}