{"id":"W4400411957","doi":"10.3390/app14135958","title":"Retrofitting of Steel Structures with CFRP: Literature Review and Research Needs","year":2024,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Retrofitting; Materials science; Structural engineering; Carbon fiber reinforced polymer; Corrosion; Reinforced concrete; Composite material; Engineering","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":[0.001994085,0.0009532887,0.001862301,0.005811686,0.0004904809,0.001682616,0.00119277,0.00175677,0.00309401],"category_scores_gemma":[0.004126702,0.000620621,0.0011775,0.007288577,0.0008841467,0.002658683,0.0006686113,0.0009917425,0.0007747344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672865,"about_ca_system_score_gemma":0.003766679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705011,"about_ca_topic_score_gemma":0.004573094,"domain_scores_codex":[0.9991797,0.0001371439,0.0002380501,0.0001347187,0.0002584512,0.00005191224],"domain_scores_gemma":[0.993794,0.003854257,0.0007875434,0.0001129706,0.001333164,0.0001181022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001190442,0.0001496414,0.0008975926,0.2347091,0.0002466619,0.0004953253,0.0005445633,0.0009189975,0.002319412,0.003924869,0.01252397,0.7431508],"study_design_scores_gemma":[0.00002685879,0.000508929,0.007043743,0.1772417,0.002211824,0.003400786,0.002106132,0.0006027841,0.002581808,0.004584847,0.7995656,0.0001250643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006267328,0.9981,0.0002204383,0.0002548769,0.0001151921,0.00001135406,0.00003739666,0.000005425712,0.0006285806],"genre_scores_gemma":[0.001736808,0.9975019,0.0003428512,0.0001305803,0.0001029804,0.000009908398,0.00004765388,0.000001853635,0.0001254761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005811686,"threshold_uncertainty_score":0.01054585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335563871336316,"score_gpt":0.2985003226862329,"score_spread":0.2751446839728698,"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."}}