{"id":"W3110871983","doi":"10.4231/d3xs5jh72","title":"Seismic Performance Evaluation and Design of Multi-Tiered Steel Concentrically Braced Frames","year":2014,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Braced frame; Structural engineering; Steel frame; Geology; Forensic engineering; Computer science; Engineering; Frame (networking); Mechanical engineering","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":[0.0003393649,0.0006524956,0.0003520016,0.0005625683,0.0001736075,0.0004033333,0.00071113,0.0004303601,0.001239161],"category_scores_gemma":[0.0004540661,0.0002260446,0.0002857644,0.0002376942,0.0002308489,0.0001858991,0.0002207012,0.0001405216,0.0002470858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280364,"about_ca_system_score_gemma":0.0004503008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053755,"about_ca_topic_score_gemma":0.008542953,"domain_scores_codex":[0.9997932,0.00003633155,0.0000097747,0.0000292918,0.00008768962,0.00004372778],"domain_scores_gemma":[0.9997458,0.00004866186,0.0000592498,0.0000228149,0.00008632518,0.00003722049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008953571,0.0002030037,0.007562239,0.000283093,0.0000651502,0.0004874888,0.0001603234,0.5595204,0.365178,0.001254548,0.0004337616,0.06395666],"study_design_scores_gemma":[0.00007975306,0.003545861,0.0207307,0.00004041191,0.0001058262,0.0002177448,0.0002620537,0.8962339,0.07615032,0.0002322183,0.002349465,0.0000517948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464432,0.000268141,0.04824278,0.00002862674,0.00001886136,0.00005349525,0.0001193603,0.000111552,0.004714034],"genre_scores_gemma":[0.9930348,0.0000661037,0.006278516,0.000004444615,0.000001711536,0.00001167672,0.00004385686,0.000005988805,0.0005529535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004053755,"threshold_uncertainty_score":0.008060277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119875984285001,"score_gpt":0.2185379196468749,"score_spread":0.2065503212183748,"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."}}