{"id":"W4413071064","doi":"10.1016/j.engstruct.2025.120916","title":"Breaking boundaries: discontinuum failure analysis of dry-joint masonry using physics engine models","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Carleton University; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Government of Canada","keywords":"Masonry; Joint (building); Structural engineering; Engineering; Forensic engineering; Geotechnical engineering","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":[0.0004436312,0.0004575309,0.0004224477,0.000651697,0.0003613259,0.0006687753,0.001108825,0.0009195817,0.002102396],"category_scores_gemma":[0.001304822,0.0002580062,0.0004400755,0.0002339818,0.0007017349,0.0003389559,0.0006276521,0.0005484288,0.0002739603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290138,"about_ca_system_score_gemma":0.0005600752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00647073,"about_ca_topic_score_gemma":0.003616255,"domain_scores_codex":[0.9998214,0.00002679515,0.000008397683,0.00002433735,0.00008758911,0.00003154441],"domain_scores_gemma":[0.9995345,0.000238856,0.00005351836,0.00006846566,0.00006318483,0.00004156197],"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":[0.00005201052,0.0000491045,0.003441382,0.00004127446,0.0000113994,0.0001584371,0.0001369918,0.9823475,0.006696673,0.002636122,0.0002988141,0.004130375],"study_design_scores_gemma":[0.000002833139,0.00001478671,0.0004684099,0.00000245185,8.865938e-7,0.00001163755,0.00001133363,0.9983981,0.0006910203,0.0002153446,0.0001798385,0.000003322969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834603,0.0001238314,0.1081646,0.00007511914,0.0000312984,0.00006871201,0.0003765803,0.0007406916,0.006958924],"genre_scores_gemma":[0.9888208,0.00003753279,0.009818567,0.00001504849,0.000005384085,0.00003635691,0.000198578,0.0000844906,0.0009832213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00647073,"threshold_uncertainty_score":0.01286614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007774010482900762,"score_gpt":0.2062674760785631,"score_spread":0.1984934655956623,"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."}}