{"id":"W4380193709","doi":"10.1016/j.engstruct.2023.116397","title":"Modelling the behaviour of heavy and mass timber members subjected to blast loads","year":2023,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Carleton University; Canadian Wood Council","funders":"","keywords":"Structural engineering; Subroutine; Finite element method; Brittleness; Failure mode and effects analysis; Cross laminated timber; Constitutive equation; Shock tube; Test data; Engineering; Materials science; Computer science; Composite material; Shock wave","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":[0.0001071991,0.0002498052,0.0002286237,0.0002397092,0.00004775844,0.00004008282,0.0002220284,0.00009789477,0.00004058567],"category_scores_gemma":[0.00006115378,0.0001980244,0.0000570449,0.0005819339,0.00003421807,0.00006697408,0.00005639426,0.0002377355,0.000008534751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005168151,"about_ca_system_score_gemma":0.00001125438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005437901,"about_ca_topic_score_gemma":0.000002225813,"domain_scores_codex":[0.9989325,0.00001402693,0.0002442078,0.0001970828,0.0002415691,0.0003705873],"domain_scores_gemma":[0.9993749,0.0001668599,0.00002130961,0.0002961172,0.00003143927,0.0001094104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001419707,4.474473e-7,0.0001092827,0.00004968869,0.00004234657,0.000006557279,0.0005340063,0.9766231,0.02173793,0.0003157972,0.0003053609,0.0002612645],"study_design_scores_gemma":[0.0001576459,0.00001849741,0.009536907,0.00002612354,0.00002370921,0.00001935979,0.00006630395,0.971575,0.01763553,0.0002625781,0.0004334862,0.0002449126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806726,0.0001566429,0.01765816,0.00006337259,0.0004967586,0.0001851259,0.00002845765,0.0006223669,0.0001164948],"genre_scores_gemma":[0.9933663,0.00002253945,0.006305028,0.00001422974,0.00007484805,0.00001605508,0.000008905087,0.00007351676,0.0001185658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126937,"threshold_uncertainty_score":0.8075199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00685019486731222,"score_gpt":0.2060864780655706,"score_spread":0.1992362831982584,"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."}}