{"id":"W2599566024","doi":"10.5539/jsd.v10n2p228","title":"Evaluation of Reinforced Concrete Columns under Biaxial Bending","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Ductility (Earth science); Structural engineering; Bending; Finite element method; Composite material; Reinforcement; Buckling; Reinforced concrete; Ultimate tensile strength; Creep; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002534174,0.0005425171,0.0001842769,0.0004492829,0.0002250955,0.0002086548,0.0002376355,0.0003583736,0.001431306],"category_scores_gemma":[0.0002734629,0.0002127914,0.0002420131,0.0002283398,0.000251081,0.000299668,0.0002312602,0.0002363946,0.0002907407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001751303,"about_ca_system_score_gemma":0.0001680864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318245,"about_ca_topic_score_gemma":0.003660749,"domain_scores_codex":[0.9997583,0.00002494212,0.00001087027,0.00003827276,0.0001323347,0.00003540212],"domain_scores_gemma":[0.9997591,0.00004414562,0.00005968011,0.00003202395,0.00007355769,0.00003145836],"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":[0.0001396686,0.00006027956,0.008048345,0.00008012558,0.00001739715,0.0001404106,0.0001065146,0.02598806,0.9554213,0.0001145262,0.0000379594,0.00984537],"study_design_scores_gemma":[0.00001212198,0.00134231,0.09981636,0.00002886995,0.00004645151,0.0003065742,0.0003680701,0.1231677,0.7737947,0.00012008,0.0009538012,0.00004299789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937578,0.00009477059,0.005398089,0.000007106208,0.000003099207,0.000009075848,0.00008084487,0.00005001237,0.0005992331],"genre_scores_gemma":[0.9976639,0.00008114251,0.001654274,0.000003606284,8.731178e-7,0.000008416354,0.00009005768,0.000007237852,0.0004905916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001431306,"threshold_uncertainty_score":0.00478822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922358569740302,"score_gpt":0.2758693401957616,"score_spread":0.2466457544983586,"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."}}