{"id":"W2115316664","doi":"10.1061/(asce)0733-9445(2008)134:1(96)","title":"Self-Centering Energy Dissipative Bracing System for the Seismic Resistance of Structures: Development and Validation","year":2007,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":706,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; University of Toronto","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Bracing; Dissipative system; Dissipation; Structural engineering; Residual; Frame (networking); Structural system; Braced frame; Simplicity; Computer science; Engineering; Mechanical engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000637759,0.0004229681,0.0002726847,0.0003968662,0.0002096371,0.0003265394,0.0007138246,0.000272706,0.001314528],"category_scores_gemma":[0.000963674,0.0001340107,0.0001612968,0.0001899721,0.0004628036,0.0003270691,0.0003122575,0.000278349,0.0002569606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829946,"about_ca_system_score_gemma":0.0004326506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009454884,"about_ca_topic_score_gemma":0.001030782,"domain_scores_codex":[0.9997162,0.00005636111,0.00001308004,0.00002303611,0.0001713159,0.00001985152],"domain_scores_gemma":[0.9996331,0.00009972219,0.00004564287,0.00008002014,0.0001172404,0.00002426357],"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":[0.0003679664,0.000460273,0.008948948,0.0008304921,0.00005816723,0.0002807961,0.0006838435,0.3211282,0.4495584,0.01554729,0.001303186,0.2008324],"study_design_scores_gemma":[0.00006968067,0.002100742,0.005941824,0.00004641706,0.00002639937,0.0001253589,0.0001298129,0.8087928,0.1741644,0.0007188428,0.007846028,0.00003772907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5952913,0.000338414,0.3962419,0.00009138821,0.00005242441,0.0004193496,0.0001231698,0.0007532901,0.006688636],"genre_scores_gemma":[0.9649594,0.0001455367,0.03238738,0.00000607336,0.000004291033,0.0001217418,0.00007731351,0.00002129454,0.002277031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001314528,"threshold_uncertainty_score":0.004397511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005444640314957434,"score_gpt":0.2019170861872992,"score_spread":0.1964724458723418,"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."}}