{"id":"W4400234981","doi":"10.11159/iccste24.002","title":"Residual Fatigue & Static Strengths of Full-Scale Bridge Girders Strengthened In Shear with CFRP","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Girder; Structural engineering; Shear (geology); Residual; Bridge (graph theory); Materials science; Engineering; Composite material; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003583507,0.000240572,0.000239227,0.0005512888,0.0002137173,0.0001416297,0.0004831653,0.0005728113,0.003607627],"category_scores_gemma":[0.0006809174,0.000243565,0.0003609039,0.0002173887,0.0004241067,0.0003783086,0.0002103776,0.0003551177,0.0007027843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504056,"about_ca_system_score_gemma":0.0001289123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00188032,"about_ca_topic_score_gemma":0.004032365,"domain_scores_codex":[0.9997901,0.00001947449,0.00001637719,0.00004217323,0.00007732817,0.00005453043],"domain_scores_gemma":[0.9993612,0.0001967732,0.00007430935,0.00006368946,0.0002289457,0.00007499701],"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":[0.002448757,0.000320607,0.03883721,0.0001877213,0.00009632305,0.0007362366,0.0005966256,0.0167067,0.9096423,0.0004118983,0.00100563,0.02900992],"study_design_scores_gemma":[0.00005495352,0.002884472,0.4885292,0.00004854184,0.0001078991,0.0007342501,0.0008469098,0.04162012,0.4632458,0.0002689815,0.001600655,0.00005824238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987869,0.00005615449,0.0002800023,0.000007403064,0.000004371229,0.00000213349,0.0001167426,0.00001665472,0.0007295849],"genre_scores_gemma":[0.9989358,0.00001399696,0.0001297885,0.000005535647,0.00000121677,0.000002582287,0.0001486699,0.000004303916,0.0007582174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003607627,"threshold_uncertainty_score":0.01206875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607953228011214,"score_gpt":0.2390001079122722,"score_spread":0.2229205756321601,"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."}}