{"id":"W4406229841","doi":"10.1061/jccof2.cceng-4698","title":"Assessment of the CFRP–Concrete Interface Integrity of Original Champlain Bridge Diaphragms through Nondestructive and Semidestructive Testing","year":2025,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Nondestructive testing; Composite material; Bridge (graph theory); Structural engineering; Structural integrity; Forensic engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004903752,0.0003437934,0.0002062492,0.00107325,0.0003952258,0.0002621708,0.000381559,0.0005193962,0.0006624173],"category_scores_gemma":[0.0007391984,0.0001977625,0.0001691933,0.0003468642,0.000472888,0.0002813487,0.0003262858,0.0002473694,0.0001787961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004470944,"about_ca_system_score_gemma":0.0003991292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461607,"about_ca_topic_score_gemma":0.05852973,"domain_scores_codex":[0.999643,0.00001735827,0.00001664826,0.00006078581,0.0002278932,0.00003429849],"domain_scores_gemma":[0.9993818,0.0001027785,0.0001265599,0.00004202851,0.0003030885,0.00004377474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008072216,0.00004573411,0.08614855,0.00007206138,0.00001510022,0.0007207228,0.0009131439,0.001041445,0.8923038,0.00006064757,0.0001082465,0.01848985],"study_design_scores_gemma":[0.000005423315,0.0004308498,0.7582908,0.00002394977,0.00002746456,0.001726359,0.0008846233,0.003957614,0.232308,0.00003182796,0.002281542,0.00003160182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996551,0.0001142042,0.002528112,0.000007654265,0.000002594517,0.00001955105,0.0001346272,0.000024216,0.0006180144],"genre_scores_gemma":[0.9920161,0.0001039592,0.005947316,0.00001880853,0.000001778553,0.00001692629,0.0002943538,0.00001035947,0.001590469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9853839,"threshold_uncertainty_score":0.02906197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616604900573959,"score_gpt":0.291993808703695,"score_spread":0.2758277596979554,"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."}}