{"id":"W2114514103","doi":"10.1061/(asce)cc.1943-5614.0000144","title":"Fatigue Flexural Behavior of Corroded Reinforced Concrete Beams Repaired with CFRP Sheets","year":2010,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Materials science; Reinforcement; Corrosion; Flexural strength; Beam (structure); Composite material; Reinforced concrete; Carbon fiber reinforced polymer; Fibre-reinforced plastic; Structural engineering","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":[0.0003240102,0.0004175251,0.0002680894,0.0003080313,0.0001463323,0.0001150404,0.0002431934,0.0005073362,0.0006952782],"category_scores_gemma":[0.0005873669,0.0002980684,0.0002850767,0.0001012184,0.0002534131,0.0002597762,0.0001335986,0.0002258167,0.0002298216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140206,"about_ca_system_score_gemma":0.00007964938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160956,"about_ca_topic_score_gemma":0.002991453,"domain_scores_codex":[0.999772,0.00003177906,0.00001925919,0.0000415738,0.0001016448,0.00003373119],"domain_scores_gemma":[0.9995605,0.00008682624,0.0001032355,0.00006137264,0.0001529786,0.0000350963],"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":[0.00008310234,0.00001549708,0.004063333,0.00003057511,0.00001563509,0.0001474299,0.0001182289,0.0006376407,0.9929814,0.00000749494,0.00001197295,0.001887622],"study_design_scores_gemma":[0.000006496346,0.002568381,0.0786066,0.00001989314,0.00005199042,0.00065961,0.0002519232,0.002331527,0.9147877,0.0000152094,0.0006789976,0.00002165508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991865,0.0001330865,0.0005538564,0.000003323196,0.000003041897,0.000003247881,0.0000266889,0.00001112722,0.000079142],"genre_scores_gemma":[0.998326,0.0001090771,0.0008383428,0.000009503583,0.000001555978,0.000004626564,0.00008340226,0.000006555962,0.0006210097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00160956,"threshold_uncertainty_score":0.003200412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058950190528653,"score_gpt":0.2272871857654269,"score_spread":0.2166976838601403,"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."}}