{"id":"W2182556490","doi":"10.7712/120113.4550.c1345","title":"NEW DAMAGE MODELS FOR PERFORMANCE-BASED EARTHQUAKE ENGINEERING","year":2014,"lang":"en","type":"article","venue":"","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Earthquake engineering; Engineering; Structural engineering","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":[0.0005275858,0.0009913482,0.001013516,0.0008365438,0.0002812234,0.000916068,0.001676135,0.001069334,0.002355957],"category_scores_gemma":[0.001716349,0.0005147382,0.0009133514,0.0007125037,0.000560934,0.001756312,0.001018511,0.00132872,0.0006905128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000874317,"about_ca_system_score_gemma":0.0004745665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058316,"about_ca_topic_score_gemma":0.002687424,"domain_scores_codex":[0.9996409,0.00006073892,0.00002580397,0.00004372057,0.000196744,0.00003201981],"domain_scores_gemma":[0.9994494,0.0001467174,0.00008588694,0.00007969102,0.000196632,0.00004166944],"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":[0.00001220186,0.00003494112,0.0002357744,0.00004271561,0.00002208268,0.00002794104,0.0000330666,0.9578586,0.002393464,0.02062615,0.0009832699,0.01772976],"study_design_scores_gemma":[0.000002579036,0.000007366854,0.00008689258,0.000004747004,0.000005181766,0.00001131827,0.000002722162,0.9939594,0.0003117083,0.003939308,0.001664584,0.00000418312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01330902,0.001016623,0.9778038,0.0002698564,0.0002185639,0.00004896757,0.0002061492,0.0003144302,0.006812626],"genre_scores_gemma":[0.7298803,0.003775725,0.22236,0.0002711006,0.0005024237,0.00043887,0.001054375,0.0005862294,0.04113114],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002355957,"threshold_uncertainty_score":0.007881463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009210319511269115,"score_gpt":0.1793128896301413,"score_spread":0.1701025701188722,"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."}}