{"id":"W2495250089","doi":"10.5539/mas.v10n11p110","title":"Geometric Parameters and Behavior Factor of Knee-Braced Steel Frames Using Nonlinear Static Pushover (NSP) Analyses","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Stiffness; Nonlinear system; Concentric; Braced frame; Frame (networking); Ductility (Earth science); Reduction (mathematics); Range (aeronautics); Mathematics; Computer science; Materials science; Engineering; Geometry; Physics; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001444968,0.0001940896,0.000310549,0.0006715003,0.00009761233,0.000078941,0.00028751,0.0000578352,0.00003121215],"category_scores_gemma":[0.00008797269,0.0001389817,0.00005705585,0.001415264,0.0003978149,0.0002600809,0.00009354894,0.00009489227,0.000006059829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177814,"about_ca_system_score_gemma":0.00003583443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006438749,"about_ca_topic_score_gemma":0.000004665633,"domain_scores_codex":[0.9984148,0.000008667361,0.0002831561,0.0003840903,0.0005313171,0.0003779902],"domain_scores_gemma":[0.9991957,0.0001486337,0.00008619185,0.0003693649,0.00005972807,0.0001403978],"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":[0.000003621551,0.000008726342,0.002640384,0.00001850183,0.00002774167,0.000001071368,0.0001579431,0.008166423,0.9788966,0.000009163694,0.000001256636,0.01006856],"study_design_scores_gemma":[0.0002477839,0.00001691586,0.03457738,0.00001946382,0.0001222388,0.000002535698,0.00006117842,0.3953447,0.5692337,0.0001308351,0.000002071539,0.0002411476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381719,0.00007493583,0.06137935,0.00000488201,0.0000606694,0.000136055,0.00003179827,0.00008569811,0.00005476215],"genre_scores_gemma":[0.9737222,0.000008804315,0.02619827,0.000008926665,0.0000101466,0.000009032322,8.118024e-7,0.00002117806,0.00002059435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4096629,"threshold_uncertainty_score":0.5667509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04689739579964415,"score_gpt":0.2924641656266611,"score_spread":0.2455667698270169,"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."}}