{"id":"W6996516511","doi":"","title":"Seismic Performance of New Hybrid Ductile-rocking Braced Frame System","year":2016,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dissipation; Brace; Frame (networking); Residual; Steel frame; Limit (mathematics); Energy (signal processing); Reduction (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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007456592,0.0002025333,0.0003903728,0.00005398742,0.00009084572,0.000004631899,0.0004212164,0.0002694765,0.001046526],"category_scores_gemma":[0.00001595726,0.0002224593,0.0002242721,0.00003321223,0.00003325093,0.00001717626,0.00008689001,0.00008019899,0.00001434002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008967108,"about_ca_system_score_gemma":0.0002123361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116329,"about_ca_topic_score_gemma":0.00408621,"domain_scores_codex":[0.9990526,0.00004348996,0.0001433783,0.0003581275,0.0002236154,0.000178824],"domain_scores_gemma":[0.9989026,0.000008741138,0.0003996514,0.0004436535,0.0001459311,0.00009944716],"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":[0.0006047582,0.00002456037,0.0003544298,0.0003514344,0.000347054,0.000004687638,0.0009072279,0.0000987948,0.9778855,0.000005525648,0.01175968,0.007656377],"study_design_scores_gemma":[0.001606811,0.0003992131,0.02025405,0.00153797,0.0006340839,0.00002335164,0.01668551,0.001680429,0.9408695,0.000001386057,0.01545115,0.0008565257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755419,0.0007620434,0.0005355396,0.00003645583,0.0002404016,0.0001166672,0.00005885479,0.00001750545,0.02269059],"genre_scores_gemma":[0.9286551,0.0008794297,0.0003334343,0.000004689586,0.00009061055,1.867453e-7,0.000491099,0.00001956153,0.0695259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04688686,"threshold_uncertainty_score":0.9998667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006320531224162369,"score_gpt":0.2192907942409421,"score_spread":0.2129702630167797,"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."}}