{"id":"W2414406254","doi":"10.14359/12868","title":"Use of Externally Bonded FRP Systems for Rehabilitation of Bridges in Western Canada","year":2003,"lang":"en","type":"article","venue":"","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Fibre-reinforced plastic; Rehabilitation; World Wide Web; Engineering; Structural engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005792498,0.00007513494,0.0001721157,0.00005243052,0.000003959426,0.00000690787,0.00005576333,0.00003523583,0.00000622666],"category_scores_gemma":[0.00009045308,0.00007248986,0.00002890275,0.00005908358,0.00001127562,0.0001069766,0.000003574624,0.0000319049,1.347761e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009585591,"about_ca_system_score_gemma":0.00004852682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2342696,"about_ca_topic_score_gemma":0.05212066,"domain_scores_codex":[0.9993908,0.00001195666,0.0003051167,0.00006749709,0.0001156441,0.0001089901],"domain_scores_gemma":[0.9995391,0.0001953787,0.00004374573,0.00013437,0.00006179955,0.00002561256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006172593,0.000001899052,0.3032144,0.001813876,0.00007131088,0.000006451784,0.0006410388,0.4845139,0.1989388,0.007522021,0.001281232,0.001933334],"study_design_scores_gemma":[0.002078045,0.0003103466,0.3952689,0.0004748637,0.00005603522,0.00002084568,0.000789581,0.06688782,0.5276924,0.00006449553,0.005671028,0.0006855624],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971717,0.00007563934,0.00212377,0.000006400759,0.0002064712,0.0002770645,0.00001912875,0.0000203554,0.000099488],"genre_scores_gemma":[0.9963549,0.00000363737,0.003366172,0.000003861655,0.000004257572,0.00001703115,0.000003023077,0.00001210776,0.0002350231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4176261,"threshold_uncertainty_score":0.9651757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585238265243624,"score_gpt":0.2200019933557625,"score_spread":0.2041496107033263,"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."}}