{"id":"W2051618887","doi":"10.1061/(asce)0899-1561(2003)15:4(358)","title":"Bond Behavior of Corroded Steel Reinforcement in Concrete Wrapped with Carbon Fiber Reinforced Polymer Sheets","year":2003,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Corrosion; Composite material; Bond strength; Concrete cover; Ultimate tensile strength; Steel bar; Reinforcement; Cement; Bond; Fibre-reinforced plastic; Adhesive; Layer (electronics)","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":[0.0007064487,0.0002439825,0.0006212157,0.0003451887,0.000008505949,0.00002473119,0.0001489325,0.0001206019,0.0003783682],"category_scores_gemma":[0.000101265,0.0002198915,0.00006453141,0.0002476885,0.00002405505,0.0001617971,0.00002217804,0.0002291003,0.000001231288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648459,"about_ca_system_score_gemma":0.00005769218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002803696,"about_ca_topic_score_gemma":0.00001916083,"domain_scores_codex":[0.9980968,0.00003548899,0.001129571,0.0001214859,0.0003035461,0.0003131031],"domain_scores_gemma":[0.9993162,0.00006564363,0.000205497,0.0002399759,0.00007344013,0.00009920764],"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":[0.0001068883,0.000004194412,0.000400686,0.0002113555,0.00001290979,0.00005570824,0.0002721457,0.1590039,0.8397912,0.00009061462,0.00001533859,0.00003500899],"study_design_scores_gemma":[0.002380682,0.0001855469,0.002502657,0.0005268554,0.00003585769,0.00009086983,0.00009504516,0.00633338,0.9874192,0.000001218257,0.000112779,0.0003159036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975131,0.0002676748,0.0002532096,0.000005129305,0.0006080872,0.0002273992,0.00000481811,0.00003093141,0.001089718],"genre_scores_gemma":[0.9993647,0.00004364312,0.0004232439,0.00000712508,0.00003295972,0.0000161252,0.000001800317,0.00004267204,0.00006772596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526706,"threshold_uncertainty_score":0.8966914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008246540842898744,"score_gpt":0.2007710599028884,"score_spread":0.1925245190599897,"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."}}