{"id":"W3031650351","doi":"","title":"Technical and Economical Comparison of Steel Shear Wall and Steel Bracing Systems in Steel Structures","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bracing; Shear wall; Structural engineering; Braced frame; Engineering; Structural system; Shear (geology); Finite element method; Steel frame; Frame (networking); Geotechnical engineering; Geology; Mechanical engineering; Brace","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":[0.0007489559,0.0003695618,0.0001746937,0.001866404,0.0003534628,0.0005989781,0.0004315999,0.0003216735,0.003137673],"category_scores_gemma":[0.001305454,0.0002368434,0.0003473652,0.001021768,0.0004133539,0.0005271253,0.0003176714,0.0001580854,0.0005714761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649945,"about_ca_system_score_gemma":0.0004980393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017994,"about_ca_topic_score_gemma":0.00564494,"domain_scores_codex":[0.998939,0.0001558095,0.00005970536,0.00008541345,0.0006680739,0.00009208818],"domain_scores_gemma":[0.9991737,0.0001212025,0.0001206961,0.0001349971,0.0004037109,0.000045775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001594138,0.0005068795,0.1337152,0.0008681603,0.000120199,0.001536256,0.001248776,0.1074435,0.3731742,0.01683947,0.003584278,0.3593689],"study_design_scores_gemma":[0.0001188267,0.005656032,0.6831332,0.0001249305,0.000284467,0.001792925,0.002490084,0.0810416,0.1898706,0.002450521,0.03291388,0.0001228583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97375,0.0003537253,0.01025369,0.00003700681,0.00003069889,0.00005302837,0.0002552363,0.00009653118,0.01517012],"genre_scores_gemma":[0.9912028,0.0001456915,0.006177662,0.00000378187,0.000005625381,0.00001841373,0.0002442316,0.00002257015,0.002179171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003137673,"threshold_uncertainty_score":0.01049656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331923642282476,"score_gpt":0.2670658001419012,"score_spread":0.2537465637190764,"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."}}