{"id":"W4403093070","doi":"10.1061/jbenf2.beeng-6933","title":"Seismic Behavior of GFRP-RC Circular Bridge Columns under Eccentric Lateral Cyclic Loading: Influence of Transverse Reinforcement Ratio and Configuration","year":2024,"lang":"en","type":"article","venue":"Journal of Bridge Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Structural engineering; Transverse plane; Reinforcement; Fibre-reinforced plastic; Materials science; Bridge (graph theory); Reinforced concrete; Eccentric; Composite material; 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":[0.0002392355,0.0002417896,0.0001628347,0.0001962159,0.0002028771,0.0001508086,0.0002097925,0.0002311721,0.0008991383],"category_scores_gemma":[0.0004976931,0.0001346237,0.0001143313,0.000119723,0.0003185026,0.0001647167,0.0001859766,0.000152367,0.0001405821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263949,"about_ca_system_score_gemma":0.000318793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640852,"about_ca_topic_score_gemma":0.01122789,"domain_scores_codex":[0.9998456,0.00001621188,0.00000888077,0.00002274438,0.00006857467,0.00003791256],"domain_scores_gemma":[0.9996868,0.00006211257,0.00007375846,0.00002137924,0.0001029755,0.00005299634],"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":[0.0002289653,0.00005024255,0.00833896,0.00004439936,0.000008528156,0.0001425019,0.0001103714,0.004250007,0.9822615,0.00003179455,0.00004358596,0.004489163],"study_design_scores_gemma":[0.00002348015,0.002815857,0.1313069,0.00002123959,0.00004770648,0.000297754,0.0007437493,0.0309731,0.832936,0.00005052715,0.0007514153,0.0000323018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995894,0.00001904684,0.0002603637,0.000003175143,0.000001363358,0.000002333046,0.00001588432,0.000004835936,0.0001036986],"genre_scores_gemma":[0.9994355,0.00002636477,0.0003058322,0.000005275323,7.196376e-7,0.000003867072,0.00004093132,0.000002533371,0.0001789524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002640852,"threshold_uncertainty_score":0.005250931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082637694448525,"score_gpt":0.2242412559991241,"score_spread":0.2134148790546388,"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."}}