{"id":"W4408556925","doi":"10.1016/j.engstruct.2025.120010","title":"Experimental investigation on seismically deficient RC bridge columns strengthened with prestressed vertical Fe-SMA plates and confined with CFRP wraps and UHPFRC jacket","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"American Concrete Institute; Natural Sciences and Engineering Research Council of Canada; Mitacs; University of Calgary","keywords":"SMA*; Structural engineering; Bridge (graph theory); Materials science; Geology; Engineering; Geotechnical engineering; Computer science","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":[0.000307839,0.000496175,0.0002750239,0.0002919103,0.0003013607,0.000142067,0.0004224009,0.0004638828,0.001624233],"category_scores_gemma":[0.0003288648,0.0002675009,0.0002035348,0.0001595237,0.0004443533,0.0002638275,0.0002861327,0.0004027424,0.000218348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293474,"about_ca_system_score_gemma":0.0001767362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007215473,"about_ca_topic_score_gemma":0.002486991,"domain_scores_codex":[0.9997416,0.00002350683,0.00001479442,0.00005614918,0.0001097858,0.00005412879],"domain_scores_gemma":[0.9996706,0.00005639757,0.00007212211,0.00004896225,0.0001008444,0.00005110571],"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":[0.0002052051,0.00009955717,0.0006517199,0.00008425095,0.000006780412,0.00011169,0.00008453248,0.001137246,0.9959318,0.00003758124,0.00005181999,0.001597884],"study_design_scores_gemma":[0.00003549276,0.004682178,0.01647113,0.00002828651,0.00005029316,0.0001667902,0.0004272972,0.00553744,0.9712132,0.00003834098,0.001326824,0.00002275138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986581,0.00006603798,0.0007794801,0.00001163315,0.000007971517,0.00001201449,0.00005742176,0.00001729148,0.000389965],"genre_scores_gemma":[0.9971545,0.00009185768,0.00171625,0.00001543179,0.00000527307,0.00002383681,0.00006299478,0.000007719079,0.0009221559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001624233,"threshold_uncertainty_score":0.005433559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006883421411843052,"score_gpt":0.1955051684820195,"score_spread":0.1886217470701765,"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."}}