{"id":"W2010452310","doi":"10.1007/s11661-008-9495-4","title":"Strain Rate and Temperature Effects on the Formability and Damage of Advanced High-Strength Steels","year":2008,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Formability; Materials science; Strain rate; Split-Hopkinson pressure bar; Ductility (Earth science); Ultimate tensile strength; Metallurgy; Crashworthiness; Composite material; Strain (injury); Charpy impact test; Crash; Creep","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":[0.0005075523,0.0002172893,0.0004503443,0.00003743075,0.0003680909,0.0001276306,0.00008967151,0.0001194315,0.0007929086],"category_scores_gemma":[0.000035129,0.0001371174,0.0000400989,0.00007838186,0.0004086892,0.0002588465,0.00002122626,0.000096912,0.000006304353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009087709,"about_ca_system_score_gemma":0.00002141414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001086874,"about_ca_topic_score_gemma":0.00001870102,"domain_scores_codex":[0.9987032,0.0002728434,0.0003253482,0.0003035749,0.0001474126,0.0002476266],"domain_scores_gemma":[0.9993145,0.000227557,0.00008704555,0.0001980167,0.00003697581,0.0001359023],"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":[0.0001954625,0.00008160359,0.000002241449,0.0001204555,0.00001241723,0.00001293647,0.0003057752,0.000007960037,0.9981972,0.0006418025,0.00000485592,0.0004172933],"study_design_scores_gemma":[0.00106,0.0003546811,0.02834247,0.00005277943,0.00008178034,0.00007143819,0.00009341438,0.000004471742,0.9691305,0.0002214701,0.0003844018,0.0002025723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981207,0.00004281881,0.0001742615,0.0003469689,0.0002924082,0.0004682562,0.0004877998,0.00004926437,0.00001753154],"genre_scores_gemma":[0.9988624,0.000253157,0.0005266732,0.0000650865,0.00003512641,0.00006005101,0.00001249051,0.00001327267,0.0001717607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906668,"threshold_uncertainty_score":0.8681793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131431528812325,"score_gpt":0.226657940490979,"score_spread":0.2153436252028558,"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."}}