{"id":"W3152786694","doi":"10.1061/(asce)be.1943-5592.0001729","title":"Slender GFRP-RC Circular Columns under Concentric, Eccentric, and Flexural Loads: Experimental Investigation","year":2021,"lang":"en","type":"article","venue":"Journal of Bridge Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Eccentricity (behavior); Fibre-reinforced plastic; Structural engineering; Materials science; Buckling; Concentric; Bending; Stiffness; Flexural strength; Composite material; Reinforcement; Geometry; Engineering; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009521371,0.0002262585,0.0003229295,0.0001215354,0.00004163204,0.0001092658,0.0001257959,0.000103835,0.00006254704],"category_scores_gemma":[0.00005173352,0.000251297,0.0001237996,0.0002450992,0.00003209984,0.0004684246,0.00004373524,0.000361784,0.000004386246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912801,"about_ca_system_score_gemma":0.00006013459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004910502,"about_ca_topic_score_gemma":1.351908e-7,"domain_scores_codex":[0.9987118,0.0000166708,0.0004734012,0.0001386879,0.0003405922,0.0003188643],"domain_scores_gemma":[0.9993156,0.00005583651,0.00009921359,0.0001439368,0.0001283653,0.0002570648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007752716,0.00000177699,0.001063185,0.00008383878,0.0001751265,0.0003894279,0.0004085502,0.549753,0.4466726,0.0001612781,0.0004310517,0.0008523683],"study_design_scores_gemma":[0.001713874,0.0000700923,0.02623469,0.0001601679,0.0001163899,0.002906516,0.0003463549,0.1803212,0.7862586,0.00002137137,0.001300496,0.0005503035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614926,0.0070147,0.03005468,0.00005435966,0.001146322,0.00008255985,0.000005235784,0.000099858,0.00004970923],"genre_scores_gemma":[0.9972975,0.0001890143,0.002100648,0.00005289371,0.0002784802,0.000002390549,0.000006727292,0.00004814333,0.00002423997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3694318,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478757231256481,"score_gpt":0.2188890741426232,"score_spread":0.2041015018300584,"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."}}