{"id":"W2475774390","doi":"10.1155/2016/4167329","title":"Modelling Blast Effects on a Reinforced Concrete Bridge","year":2016,"lang":"en","type":"article","venue":"Advances in Civil Engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Structural engineering; Bridge (graph theory); Displacement (psychology); Computer science; Finite element method; Blast wave; Deformation (meteorology); Beam (structure); Engineering; Geology","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":[0.0000977514,0.0002788765,0.0002561004,0.0002203147,0.00001856674,0.00001598719,0.000197678,0.00008630689,0.00002224568],"category_scores_gemma":[0.0001566534,0.0002260821,0.00005887837,0.0002378354,0.00001945431,0.0004414318,0.00002850089,0.0001946196,0.00005324233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494414,"about_ca_system_score_gemma":0.00000874654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004042182,"about_ca_topic_score_gemma":0.000006879689,"domain_scores_codex":[0.9988167,0.00001142517,0.0002605163,0.0002383903,0.0001942954,0.0004786965],"domain_scores_gemma":[0.9988802,0.000703256,0.00002352951,0.0002864721,0.00001452936,0.00009200779],"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":[0.0000239501,1.776729e-7,0.00002474334,0.0001110495,0.00001039128,0.00002767558,0.00005208441,0.9534754,0.03600213,0.0008988627,0.00000763837,0.009365934],"study_design_scores_gemma":[0.000758675,0.00004701904,0.0002228148,0.0006712995,0.000004315095,0.0000118735,0.000001764131,0.9734843,0.02114876,0.00009277559,0.00318807,0.0003683588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178791,0.001357293,0.2759826,0.00002339172,0.001029794,0.0002324448,0.000007738078,0.0008237874,0.00266382],"genre_scores_gemma":[0.9975578,0.0006792364,0.001379257,0.00001642253,0.0001246053,0.00004461466,0.000001492352,0.00007401991,0.0001225405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2796787,"threshold_uncertainty_score":0.9219363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00472037115129165,"score_gpt":0.2038261374801423,"score_spread":0.1991057663288506,"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."}}