{"id":"W4401917792","doi":"10.1002/suco.202400654","title":"Performance of corroded <scp>RC</scp> beam–column joints repaired using a hybrid scheme with <scp>HSFRC</scp> and stirrups replacement","year":2024,"lang":"en","type":"article","venue":"Structural Concrete","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Structural engineering; Beam (structure); Scheme (mathematics); Column (typography); Materials science; Composite material; Engineering; Mathematics; Connection (principal bundle)","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":[0.000457476,0.000624653,0.0003024225,0.0004948166,0.0002045268,0.0001798962,0.0005831592,0.0005320416,0.001211568],"category_scores_gemma":[0.0005504867,0.0003039026,0.0003311829,0.0001759928,0.0003388636,0.0002994082,0.0003460427,0.0002162839,0.0004101866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581265,"about_ca_system_score_gemma":0.0001517724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364114,"about_ca_topic_score_gemma":0.0043124,"domain_scores_codex":[0.9996248,0.00003847418,0.00004149259,0.00006840318,0.0001847199,0.00004202318],"domain_scores_gemma":[0.9994152,0.00004578676,0.0001710413,0.0001092904,0.0001772332,0.00008147409],"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":[0.0004839768,0.0001081894,0.004175962,0.00009028521,0.00003768424,0.000226272,0.0001010239,0.002713523,0.9841316,0.00002744143,0.00003691257,0.007867133],"study_design_scores_gemma":[0.00002549377,0.007131056,0.03477556,0.00001984446,0.0001033977,0.00090495,0.0002157108,0.01149485,0.9442387,0.00001139658,0.001042243,0.00003691384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99841,0.00007314099,0.001309193,0.000002540924,0.000006553394,0.00000716172,0.00001074712,0.0000337065,0.0001470042],"genre_scores_gemma":[0.9975702,0.00004311475,0.001640838,0.000003743812,0.00000167224,0.000002919983,0.00003305641,0.000007619421,0.000696742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001364114,"threshold_uncertainty_score":0.004053056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315590282566279,"score_gpt":0.2205436370342444,"score_spread":0.2073877342085816,"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."}}