{"id":"W3126797113","doi":"10.1016/j.engstruct.2021.111945","title":"Dynamic analysis methods for modelling timber assemblies subjected to blast loading","year":2021,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Royal Military College of Canada","funders":"","keywords":"Structural engineering; Stiffness; Sensitivity (control systems); Engineering; Dynamic testing; Connection (principal bundle); Cross laminated timber; Experimental data; Degrees of freedom (physics and chemistry); Computer science; Mathematics; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001795831,0.0004152036,0.0005534003,0.0006600915,0.00008266728,0.000150184,0.0002604441,0.0001724531,0.0001066266],"category_scores_gemma":[0.0003556946,0.0004361927,0.000303604,0.001668109,0.00001323763,0.0001296012,0.0000649894,0.0002653595,0.00000617252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450476,"about_ca_system_score_gemma":0.00003438541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009340201,"about_ca_topic_score_gemma":0.00000954132,"domain_scores_codex":[0.9983235,0.00003931616,0.0003847109,0.0004491898,0.0001956501,0.0006076426],"domain_scores_gemma":[0.9986342,0.0005301008,0.00003176474,0.0004765051,0.0001335976,0.0001938301],"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":[0.00001233595,0.000001394263,0.00001343494,0.00007615783,0.0006917376,0.000006824956,0.0002155292,0.8548748,0.1413835,0.0003915953,0.0000421044,0.002290557],"study_design_scores_gemma":[0.0001887029,0.00001204847,0.002261851,0.00002013225,0.0002985711,0.00002147562,0.00003377772,0.9318052,0.06261782,0.0004458817,0.001817813,0.0004767127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3245688,0.0004682278,0.6735789,0.0000259301,0.0005438237,0.0001466684,0.00003113191,0.000566292,0.00007021526],"genre_scores_gemma":[0.5112282,0.00001067971,0.4883554,0.00002263147,0.00005375467,0.00003466496,0.00004920759,0.00008052322,0.0001649586],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1866594,"threshold_uncertainty_score":0.999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009441867940582447,"score_gpt":0.2920432219371966,"score_spread":0.2826013539966141,"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."}}