{"id":"W2053617377","doi":"10.1016/j.ijimpeng.2014.10.001","title":"Mechanical properties of partially damaged structural steel induced by high strain rate loading at elevated temperatures – An experimental investigation","year":2014,"lang":"en","type":"article","venue":"International Journal of Impact Engineering","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Australian Research Council","keywords":"Materials science; Ultimate tensile strength; Strain rate; Ductility (Earth science); Deformation (meteorology); Composite material; Elongation; Strain (injury); Dynamic loading; Tensile testing; Stress (linguistics); Structural engineering; 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":[0.00054157,0.0002396986,0.0003404354,0.0002027822,0.00002614532,0.0001256389,0.0003444369,0.00009445718,0.0000567303],"category_scores_gemma":[0.0002989584,0.0002008845,0.00009093498,0.00007935512,0.00002137831,0.000646916,0.0000413964,0.0002250989,0.000001522029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147042,"about_ca_system_score_gemma":0.00003317665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002385183,"about_ca_topic_score_gemma":0.00000174398,"domain_scores_codex":[0.9985344,0.0001080663,0.0006276672,0.0001134389,0.0004047367,0.0002116992],"domain_scores_gemma":[0.9992406,0.00007419132,0.0002123147,0.0001181255,0.0001909666,0.0001638197],"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":[0.00009942395,0.000006282425,0.00005667753,0.00002699889,0.0001862757,0.000006662132,0.0002669188,0.07417846,0.9249805,0.0000746755,0.00003310617,0.00008402973],"study_design_scores_gemma":[0.000747446,0.0002761084,0.002192485,0.0001939385,0.00001438834,0.00005790773,0.00002601878,0.09781636,0.8984753,0.00001082035,0.000008645231,0.0001805848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976891,0.000090621,0.0006859791,0.00003167987,0.001275884,0.0001028855,0.0000405138,0.00008049081,0.000002816656],"genre_scores_gemma":[0.998836,0.000003634831,0.0007119388,0.00001960451,0.0003421706,0.000003537198,0.00002854841,0.00005193519,0.000002560824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02650519,"threshold_uncertainty_score":0.8191833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172524252067449,"score_gpt":0.2409692026869975,"score_spread":0.229243960166323,"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."}}