{"id":"W4407045339","doi":"10.1061/jbenf2.beeng-7106","title":"Resilience Assessment of Shape Memory Alloy–Reinforced Concrete Coastal Bridges Subjected to Tsunami Loads","year":2025,"lang":"en","type":"article","venue":"Journal of Bridge Engineering","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Resilience (materials science); Reinforced concrete; Forensic engineering; Structural engineering; Geotechnical engineering; Materials science; Engineering; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002836807,0.0004545297,0.000199333,0.001077263,0.0001784618,0.0001827727,0.0002856742,0.0003792146,0.000656564],"category_scores_gemma":[0.0003907409,0.0001485793,0.0002762938,0.0003191236,0.0002641933,0.0002174969,0.0003085857,0.0001607992,0.0001060831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408428,"about_ca_system_score_gemma":0.0001579074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162237,"about_ca_topic_score_gemma":0.002790845,"domain_scores_codex":[0.9999125,0.00001229686,0.000005473132,0.00001545978,0.00003413183,0.00002019061],"domain_scores_gemma":[0.9998237,0.00003838244,0.0000532801,0.0000173848,0.00004840367,0.00001882921],"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":[0.000786618,0.000177659,0.04952369,0.0001584373,0.00008734225,0.001116236,0.0003906185,0.2198346,0.693044,0.0006995225,0.000220682,0.0339607],"study_design_scores_gemma":[0.00001492324,0.001232069,0.1454695,0.0000446829,0.0001234732,0.0003553285,0.0007837423,0.5977762,0.2528182,0.0005146507,0.0008153378,0.00005189014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979777,0.00004702666,0.001630318,0.000006935619,0.000002311103,0.000004701162,0.00003036151,0.00001692395,0.0002838576],"genre_scores_gemma":[0.9994594,0.00003016864,0.0003441756,0.000001563737,6.648621e-7,0.000002805382,0.00002551229,0.00000141,0.0001341151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00162237,"threshold_uncertainty_score":0.003225863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004997090928708725,"score_gpt":0.2343765605146338,"score_spread":0.2293794695859251,"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."}}