{"id":"W4407270383","doi":"10.1016/j.engstruct.2025.119867","title":"Structural behaviour and failure modes of reinforced modular double truss bridge from full scale tests and 3D nonlinear numerical models","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Structural engineering; Truss; Nonlinear system; Modular design; Full scale; Bridge (graph theory); Truss bridge; Engineering; Scale (ratio); Scale model; Computer science; 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":[0.00003721395,0.0003674407,0.0004789726,0.0002611251,0.00006295562,0.00007658035,0.0001649548,0.0001867815,0.00002173339],"category_scores_gemma":[0.00001585667,0.0003510618,0.00008342807,0.0003146918,0.00005786974,0.0002514947,0.00006683853,0.0002857319,3.41314e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003966402,"about_ca_system_score_gemma":0.00001313718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002267849,"about_ca_topic_score_gemma":0.000008925252,"domain_scores_codex":[0.9988198,0.000008041639,0.0003843981,0.0003136595,0.0001857133,0.0002884007],"domain_scores_gemma":[0.999428,0.00005471886,0.0000411921,0.0003030121,0.00004716275,0.0001259184],"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":[0.00001806195,9.444946e-7,0.0002498444,0.0001143394,0.0001295968,0.000001895689,0.0001923709,0.9700013,0.02659123,0.001500779,0.00002742899,0.001172217],"study_design_scores_gemma":[0.0006168882,0.0000166118,0.02476575,0.00005169768,0.00009598172,0.00001073389,0.00004047361,0.9538805,0.01977541,0.0004017784,0.00002556386,0.0003186039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275055,0.000779857,0.1709617,0.00002716979,0.0001678328,0.000117041,0.00007666079,0.0003238953,0.00004030447],"genre_scores_gemma":[0.959185,0.00003740174,0.04055621,0.00001257988,0.00006929183,0.000009239278,0.00006290378,0.00004433841,0.00002304926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1316795,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006461402247792836,"score_gpt":0.2137242667172756,"score_spread":0.2072628644694827,"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."}}