{"id":"W4416715039","doi":"10.1016/j.istruc.2025.110742","title":"Blast response of ultra-high performance concrete beams with high-strength steel and varying detailing levels under far-field blast loads","year":2025,"lang":"en","type":"article","venue":"Structures","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada; Sichuan Province Science and Technology Support Program","keywords":"Blast wave; Beam (structure); Blast furnace; Reinforced concrete","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004056057,0.0003860737,0.0002694185,0.0002572312,0.0001633257,0.0001279774,0.0002225402,0.0003572496,0.001186233],"category_scores_gemma":[0.0003979173,0.0002049534,0.0002015223,0.0001727948,0.0003055102,0.0001978638,0.0002857769,0.0002442971,0.0002684762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068514,"about_ca_system_score_gemma":0.0001405762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185354,"about_ca_topic_score_gemma":0.003330812,"domain_scores_codex":[0.9997305,0.00002694327,0.00001496913,0.00003173655,0.0001514901,0.00004430949],"domain_scores_gemma":[0.9996836,0.00007818906,0.0000695487,0.00002631544,0.0001006421,0.00004163876],"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":[0.0003361608,0.0000421697,0.00360294,0.00004619886,0.00001113488,0.00008140034,0.00009871353,0.00739412,0.9835834,0.00003219942,0.00002787845,0.004743646],"study_design_scores_gemma":[0.00001641021,0.002215459,0.05917101,0.00002141774,0.00002509363,0.0001448778,0.0002327009,0.01753928,0.9199282,0.00004871561,0.0006342834,0.00002249879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987452,0.00007395342,0.0008808029,0.00000438021,0.000002849985,0.000005612042,0.00002751422,0.00001093987,0.0002487231],"genre_scores_gemma":[0.9983449,0.00009656063,0.0007570037,0.00001089443,0.00000103898,0.000004218645,0.0000580442,0.00000371591,0.0007235928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001186233,"threshold_uncertainty_score":0.003968298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005717546404339398,"score_gpt":0.213500755542749,"score_spread":0.2077832091384096,"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."}}