{"id":"W2566723104","doi":"10.1139/cjce-2015-0418","title":"Damage level assessment of response limits in light-frame wood stud walls subjected to blast loading","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Structural engineering; Ductility (Earth science); Frame (networking); Impulse (physics); Materials science; Engineering; Mechanical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004859063,0.000306817,0.0003036862,0.0006758152,0.0002101159,0.000252979,0.0003668357,0.0003735217,0.001437619],"category_scores_gemma":[0.001214044,0.0002110953,0.0001645544,0.0001291916,0.0004279034,0.0002974019,0.0005309413,0.0001800261,0.0002751078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160823,"about_ca_system_score_gemma":0.0001103884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000587302,"about_ca_topic_score_gemma":0.001341274,"domain_scores_codex":[0.9997043,0.00003215317,0.00002055547,0.00004476952,0.0001479644,0.00005024216],"domain_scores_gemma":[0.9992454,0.0002653316,0.0001829149,0.00008284183,0.000164649,0.0000588635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009814143,0.0001776257,0.07791005,0.0002057682,0.00002731421,0.000739664,0.001002042,0.05907353,0.8146178,0.0003377303,0.0001607369,0.04476643],"study_design_scores_gemma":[0.00002048246,0.001971123,0.4780399,0.00005967166,0.00004173849,0.0005317145,0.000749821,0.1171238,0.4001887,0.000375389,0.0008254502,0.00007232221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955438,0.00004070636,0.003932728,0.000002524329,0.000001139459,0.00001113063,0.00002534037,0.00003774623,0.0004049871],"genre_scores_gemma":[0.9986351,0.00002468953,0.001054934,0.000001983178,5.262531e-7,0.000007235812,0.000033071,0.00000602324,0.0002365339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001437619,"threshold_uncertainty_score":0.00480926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204618880793511,"score_gpt":0.2271756482484725,"score_spread":0.2151294594405374,"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."}}