{"id":"W2114269529","doi":"10.1002/eqe.2204","title":"Variable stiffness smart structure systems to mitigate seismic induced building damages","year":2012,"lang":"en","type":"article","venue":"Earthquake Engineering & Structural Dynamics","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Retrofitting; Seismic retrofit; Structural engineering; Stiffness; Seismic hazard; Engineering; Variable (mathematics); Damages; Civil engineering; Reinforced concrete","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":[0.0001384118,0.0003011528,0.0002515832,0.0002209851,0.000116133,0.0002067566,0.0004122344,0.0002808207,0.002132747],"category_scores_gemma":[0.0003233033,0.0001207988,0.0001717853,0.0001058908,0.0001594077,0.0003947426,0.0004378091,0.0001757747,0.000449308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549383,"about_ca_system_score_gemma":0.0001109771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005067764,"about_ca_topic_score_gemma":0.0009165106,"domain_scores_codex":[0.99991,0.00001672158,0.00000574239,0.00001429046,0.00004101063,0.00001223556],"domain_scores_gemma":[0.9998218,0.00003550798,0.00005623702,0.00004016235,0.00003300954,0.00001327975],"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":[0.0002563463,0.0001265849,0.002910828,0.0001677446,0.00005014996,0.0001899661,0.0001150229,0.6465197,0.2090693,0.00318554,0.0009026438,0.1365062],"study_design_scores_gemma":[0.00002623429,0.0005956121,0.003342903,0.00001354229,0.00002796079,0.0001202006,0.00004231112,0.9626511,0.02871867,0.001695766,0.002748145,0.00001751924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4663327,0.0002278162,0.524895,0.0001086628,0.00005128017,0.00005116859,0.0001000604,0.002343066,0.005890343],"genre_scores_gemma":[0.9849362,0.00003515218,0.01322302,0.00001473352,0.000004007774,0.00001412083,0.00003782149,0.00001390636,0.001721009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002132747,"threshold_uncertainty_score":0.007134736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008571319070958584,"score_gpt":0.2359010256789894,"score_spread":0.2273297066080308,"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."}}