{"id":"W4297237155","doi":"10.1007/978-3-031-09632-7_20","title":"Effect of Lateral Reinforcement Spacing on Cyclic Loaded GFRP-Reinforced Concrete Columns","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fibre-reinforced plastic; Reinforcement; Materials science; Ductility (Earth science); Plastic hinge; Structural engineering; Reinforced concrete column; Hinge; Composite material; Seismic loading; Deformation (meteorology); Column (typography); Compression (physics); Hysteresis; Reinforced concrete; Engineering; Creep","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":[0.0002248203,0.0003414963,0.0003317818,0.0003520883,0.0003908501,0.0004251994,0.000560089,0.0003874107,0.005578811],"category_scores_gemma":[0.0009308428,0.0002616869,0.0001954468,0.0002935894,0.0004731964,0.0003018723,0.0003097922,0.0003197186,0.0005053988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003724459,"about_ca_system_score_gemma":0.0002750475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276272,"about_ca_topic_score_gemma":0.003565952,"domain_scores_codex":[0.9997754,0.00004352447,0.00001012144,0.00003338101,0.00007730204,0.00006027573],"domain_scores_gemma":[0.9980366,0.001103,0.0002077624,0.0001206957,0.0002655642,0.0002665143],"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":[0.005655061,0.0005458856,0.003048573,0.0001837494,0.00003578122,0.0003942662,0.0001265121,0.05493544,0.909354,0.0003864393,0.0005037125,0.02483058],"study_design_scores_gemma":[0.00009201095,0.003654631,0.01612696,0.00003018052,0.0001029974,0.0001604035,0.0002945378,0.05568568,0.9228393,0.0001988599,0.0007806006,0.00003390829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963796,0.0001602067,0.0007470576,0.00001600237,0.00002889256,0.000003496085,0.0000617546,0.00009291627,0.002510301],"genre_scores_gemma":[0.9983085,0.00005417273,0.0003598192,0.000007628931,0.000006029596,0.00000160176,0.00003873995,0.00001674894,0.001206606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005578811,"threshold_uncertainty_score":0.01866299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00624826088532699,"score_gpt":0.204896057958076,"score_spread":0.198647797072749,"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."}}