{"id":"W7132929674","doi":"","title":"Analytical study of FRP-confined concrete columns","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reinforced concrete; Column (typography); Experimental data; Mathematical model","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000184964,0.0002885366,0.0002399503,0.000428512,0.0002954198,0.000182904,0.0003836775,0.0002469977,0.0008520444],"category_scores_gemma":[0.000682943,0.0002123594,0.0001543345,0.0003239549,0.0005211855,0.0002373545,0.0001968401,0.0002007429,0.0002136087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447435,"about_ca_system_score_gemma":0.0004031734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022948,"about_ca_topic_score_gemma":0.02043973,"domain_scores_codex":[0.9997012,0.00001963668,0.000007913185,0.00004932218,0.0001715014,0.00005044677],"domain_scores_gemma":[0.9996581,0.00007972863,0.00006916686,0.00003251778,0.0001334151,0.0000271091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001091827,0.0000618624,0.00602643,0.0001347922,0.00001415155,0.0005707965,0.000399822,0.03814359,0.939195,0.0004086946,0.0001437181,0.01479201],"study_design_scores_gemma":[0.00001087472,0.001058781,0.06151638,0.00003433215,0.00003553966,0.0007760662,0.0007537683,0.134837,0.7975466,0.0002463918,0.00314522,0.0000390817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927363,0.0001368302,0.006005336,0.000009754805,0.000001878794,0.00001291801,0.00004352958,0.00003106902,0.001022354],"genre_scores_gemma":[0.9974215,0.0001050639,0.001450758,0.000003799026,0.000001329812,0.000006541239,0.00003718014,0.000005327147,0.0009686109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022948,"threshold_uncertainty_score":0.02033985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007034204458476,"score_gpt":0.3160479833959206,"score_spread":0.2959776413513359,"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."}}