{"id":"W2083794545","doi":"","title":"Assessing Seismic Vulnerability - Part 1","year":2007,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability assessment; Bridge (graph theory); Vulnerability (computing); Engineering; Forensic engineering; Civil engineering; Transport engineering; Construction engineering; Computer science; Computer security; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001844627,0.0009257451,0.0003292616,0.001784638,0.0009123863,0.001416869,0.0005210959,0.0006195218,0.01218726],"category_scores_gemma":[0.004427241,0.0003345394,0.0003568288,0.001314403,0.0006893757,0.001775539,0.001763288,0.0004796285,0.001235594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216227,"about_ca_system_score_gemma":0.002876582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01755034,"about_ca_topic_score_gemma":0.03736552,"domain_scores_codex":[0.9990845,0.0002473359,0.00007201228,0.00009466414,0.0004239935,0.00007742075],"domain_scores_gemma":[0.9981703,0.000517194,0.0002151293,0.0001459248,0.0008102294,0.0001413122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003192515,0.0008457117,0.2734177,0.001106278,0.0001507142,0.0005807605,0.01053744,0.01918038,0.02039173,0.02225481,0.05584341,0.5953718],"study_design_scores_gemma":[0.00007513996,0.00229373,0.7514364,0.0008704606,0.000132048,0.0009455114,0.02244458,0.02072619,0.02542925,0.02034332,0.1551545,0.0001486865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7203405,0.002328522,0.0527588,0.002988194,0.0002394448,0.004906742,0.007264077,0.0005837081,0.2085899],"genre_scores_gemma":[0.872782,0.003466462,0.05852002,0.0004498404,0.0001137818,0.002908712,0.005796555,0.00009758746,0.05586492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01755034,"threshold_uncertainty_score":0.04077047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231177676205594,"score_gpt":0.2957207006531979,"score_spread":0.273408923891142,"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."}}