{"id":"W179138364","doi":"10.1533/9780857093103.181","title":"CEMENT-BASED THIN BONDED OVERLAYS: NUMERICAL STUDY OF THE INFLUENCE OF BOND DEFECTS AND FIBRE REINFORCEMENT","year":2003,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Durability; Overlay; Structural engineering; Materials science; Slippage; Bond strength; Reinforcement; Composite material; Interlocking; Bond; Finite element method; Engineering; Computer science; Layer (electronics); Adhesive","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001028152,0.0005129576,0.0006961998,0.0001195536,0.0000574893,0.00001953872,0.0003590127,0.0002401454,0.00005035467],"category_scores_gemma":[0.0000218841,0.0004048687,0.0002006732,0.00003444723,0.0001440361,0.00005138401,0.0001283277,0.0004497356,0.000003062863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039554,"about_ca_system_score_gemma":0.00006023299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004728748,"about_ca_topic_score_gemma":0.000001596344,"domain_scores_codex":[0.9980447,0.00002110466,0.000752027,0.0002966785,0.0006105026,0.0002749963],"domain_scores_gemma":[0.9985691,0.00007269035,0.000352345,0.0008119856,0.00009596368,0.00009786733],"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":[0.0005371718,0.00002587921,0.004955525,0.006992198,0.003157925,0.000159546,0.008237591,0.3403209,0.07514855,0.01226856,0.0009378967,0.5472582],"study_design_scores_gemma":[0.03455492,0.01142954,0.02687587,0.01676203,0.01111092,0.000192872,0.00108711,0.01376818,0.3833731,0.005105144,0.4806956,0.01504464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6125901,0.0004216607,0.000008060281,0.00000476094,0.0002524946,0.001995743,0.00003508459,0.00009053144,0.3846016],"genre_scores_gemma":[0.9222986,0.00001257829,0.0002026545,0.0001110564,0.00002172232,0.00004514116,0.000007058039,0.0001016702,0.07719951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5322136,"threshold_uncertainty_score":0.9998403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012995412242019,"score_gpt":0.2134511785884584,"score_spread":0.2033212244660383,"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."}}