{"id":"W4409229111","doi":"10.1061/jccof2.cceng-5074","title":"Shear and Flexural Strengthening of Glued-Laminated Timber Beams Using Externally Bonded Fiber-Reinforced Polymer Sheets","year":2025,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Composite material; Flexural strength; Shear (geology); Fibre-reinforced plastic; Reinforced concrete; Structural 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":[0.0002886832,0.0004982962,0.0001645293,0.0003209194,0.000127544,0.000126403,0.0001938892,0.0001498233,0.0006380946],"category_scores_gemma":[0.0002721253,0.0001646385,0.0002154583,0.0001357865,0.0001539414,0.0002695403,0.0001943152,0.0001501448,0.0001480216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006720181,"about_ca_system_score_gemma":0.00007980318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001618912,"about_ca_topic_score_gemma":0.000855786,"domain_scores_codex":[0.9998732,0.00003352446,0.000009668303,0.00002042679,0.00004524531,0.00001789008],"domain_scores_gemma":[0.9998261,0.00005257861,0.00005022567,0.00001830265,0.00003449051,0.0000184316],"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":[0.00006709611,0.00002929393,0.001336896,0.00005235292,0.00001086449,0.00003409413,0.00003030073,0.0005928607,0.9908707,0.0000189079,0.000009258552,0.006947422],"study_design_scores_gemma":[0.000005716822,0.001121219,0.01253524,0.00001481604,0.00002884489,0.0001004684,0.0000455005,0.001325246,0.9843109,0.0000136385,0.0004909998,0.00000731949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983041,0.0002181368,0.001173281,0.000003057027,0.000004821025,0.000003981162,0.00001253208,0.00001400094,0.0002659639],"genre_scores_gemma":[0.9968036,0.0001942411,0.002622038,0.000008341589,0.000004146829,0.000006288029,0.00002237508,0.000006520171,0.0003323388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006380946,"threshold_uncertainty_score":0.002134621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007546916041253172,"score_gpt":0.2393587072802073,"score_spread":0.2318117912389541,"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."}}