{"id":"W4405182146","doi":"10.3390/constrmater4040043","title":"Effectiveness of UHPC Jackets in Pier Retrofitting for Lateral Load Resistance","year":2024,"lang":"en","type":"article","venue":"Construction Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; CIMA+ (Canada)","funders":"","keywords":"Retrofitting; Pier; Structural engineering; Durability; Ductility (Earth science); Engineering; Structural load; Materials science; Composite material; Creep","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":[0.0003351721,0.0001387586,0.0002729498,0.0001148787,0.00001932615,0.00006128695,0.00007649061,0.0001021631,0.0001006164],"category_scores_gemma":[0.00005284159,0.0001394645,0.00005193431,0.0001466466,0.0000607511,0.0001961757,0.00001443616,0.00006198262,0.000009049813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659281,"about_ca_system_score_gemma":0.00002924883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000104855,"about_ca_topic_score_gemma":0.000001043407,"domain_scores_codex":[0.9991391,0.00004051373,0.0003543706,0.0001736126,0.0001055312,0.0001868765],"domain_scores_gemma":[0.9996183,0.0001303943,0.00003631769,0.0001339584,0.0000563349,0.00002471238],"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":[0.0000816205,1.035841e-7,0.0002946224,0.001610663,0.00002031839,0.000004589388,0.00006133378,0.0001388988,0.9933777,0.002538362,0.00002452575,0.001847203],"study_design_scores_gemma":[0.0003828202,0.0000137247,0.005001609,0.000731662,0.00001908153,0.00001971176,0.00001524032,0.0002265489,0.9919824,0.001129108,0.0003215935,0.0001564987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947516,0.0002628096,0.0008955951,0.000005255224,0.003116757,0.0003489107,0.00007968046,0.0002169568,0.0003224717],"genre_scores_gemma":[0.9961904,0.0000135908,0.003547864,0.000001263377,0.00008980878,0.00005625315,0.00001581585,0.00003042265,0.00005462578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004706987,"threshold_uncertainty_score":0.5687198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008417855367336132,"score_gpt":0.2416159592635234,"score_spread":0.2331981038961873,"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."}}