{"id":"W2081325127","doi":"10.1023/b:acma.0000035462.41572.7a","title":"Use of FRP for RC Frames in Seismic Zones: Part I. Evaluation of FRP Beam-Column Joint Rehabilitation Techniques","year":2004,"lang":"en","type":"article","venue":"Applied Composite Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Structural engineering; Joint (building); Fibre-reinforced plastic; Ductility (Earth science); Beam (structure); Column (typography); Dissipation; Engineering; Computer science; Materials science; Composite material; Creep; Connection (principal bundle); Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005318636,0.0001972968,0.0004725518,0.0001852238,0.00002250442,0.00003680636,0.0001229226,0.0001603828,0.00003572508],"category_scores_gemma":[0.00005506313,0.0002112681,0.00006642702,0.0001370973,0.00006086225,0.0001667637,0.00003196648,0.00005957935,0.000003181171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887972,"about_ca_system_score_gemma":0.00003026037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001999101,"about_ca_topic_score_gemma":0.000002024231,"domain_scores_codex":[0.9984871,0.00003536678,0.0007780255,0.00019759,0.0003015735,0.0002003701],"domain_scores_gemma":[0.9991687,0.0001316089,0.0001959166,0.0003134751,0.0001591463,0.0000311446],"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":[0.00005945237,0.000003181178,0.00002456647,0.0002082574,0.00002095633,1.464428e-7,0.000366207,0.05898553,0.9366934,0.000991917,0.0000222649,0.002624119],"study_design_scores_gemma":[0.0007070193,0.000113841,0.00272216,0.0001743526,0.00008064958,0.000001410746,0.00005179749,0.0009945865,0.9909375,0.003938661,0.00007730108,0.0002007198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916977,0.00002587806,0.005830838,0.00002334347,0.0002001457,0.001912406,0.00009637683,0.0001630726,0.0000501852],"genre_scores_gemma":[0.937721,0.000008502239,0.06149891,0.00001692929,0.00003784937,0.0005598959,0.0001169844,0.00003811128,0.000001790125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05799094,"threshold_uncertainty_score":0.8615261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968132586625639,"score_gpt":0.2567911697753434,"score_spread":0.2271098439090871,"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."}}