{"id":"W4390764031","doi":"10.1061/jccof2.cceng-4424","title":"Effect of Confinement Level and Staggering on Seismic Performance of Lap-Spliced GFRP-Reinforced Concrete Columns","year":2024,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Structural engineering; Reinforcement; Reinforced concrete; Transverse plane; Composite material; Engineering","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":[0.0002356825,0.0001917439,0.0004554956,0.000268024,0.00003974446,0.00003737919,0.0001080401,0.0000819761,0.00001626283],"category_scores_gemma":[0.00001935797,0.0001689104,0.0001466338,0.0001272756,0.0001137027,0.0002286591,0.0000174571,0.0002014617,6.83011e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007529689,"about_ca_system_score_gemma":0.00003292414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005748795,"about_ca_topic_score_gemma":9.042898e-8,"domain_scores_codex":[0.9988396,0.00001892384,0.0006469675,0.00009577969,0.0002364089,0.000162386],"domain_scores_gemma":[0.9991292,0.0003089795,0.0002493914,0.00009522976,0.000149155,0.0000680208],"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":[0.0004511966,1.169824e-7,0.0002499752,0.001241023,0.0001958401,0.000002839324,0.0001232394,0.03039847,0.9297479,0.0004183583,0.00002818944,0.03714289],"study_design_scores_gemma":[0.001080103,0.002076058,0.0002475812,0.0005991101,0.0001749867,0.0002802069,0.00002651307,0.2182717,0.7769007,0.000005203335,0.000210536,0.0001272873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931651,0.0003069897,0.005155987,0.00001127655,0.000762854,0.0003352044,0.00004317539,0.00004436978,0.0001750842],"genre_scores_gemma":[0.9965285,0.00009579292,0.003229294,0.000004500972,0.0000739849,0.000006103373,0.000005479291,0.00002460773,0.00003174436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878732,"threshold_uncertainty_score":0.6887965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007685691916988731,"score_gpt":0.2297252029170806,"score_spread":0.2220395110000919,"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."}}