{"id":"W2105224596","doi":"10.1109/dexa.2012.22","title":"Rapid Post-event Catastrophe Modelling and Visualization","year":2012,"lang":"en","type":"article","venue":"","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"U.S. Geological Survey","keywords":"Visualization; Computer science; Event (particle physics); Data visualization; Hazard; Estimation; Data modeling; Event data; Data mining; Real-time computing; Database; Engineering; Systems engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001329575,0.0008241601,0.0005502273,0.001017957,0.0003312344,0.001624321,0.00138226,0.0007096298,0.009331998],"category_scores_gemma":[0.003077211,0.000446139,0.0007474152,0.0004720467,0.000257403,0.0015485,0.001599527,0.000976957,0.002059472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471748,"about_ca_system_score_gemma":0.0005267996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002609973,"about_ca_topic_score_gemma":0.003047547,"domain_scores_codex":[0.999507,0.0001209032,0.00003749337,0.00006928737,0.0002266848,0.00003855419],"domain_scores_gemma":[0.9985972,0.0005615624,0.000093088,0.0003668058,0.0003055375,0.00007569964],"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":[0.000936885,0.0004648815,0.01719047,0.0009984085,0.0002435092,0.001348637,0.003468745,0.3674352,0.06541612,0.04046084,0.1112074,0.3908288],"study_design_scores_gemma":[0.00007164531,0.0001111197,0.004191859,0.00008081699,0.0000322593,0.0002544129,0.0001727282,0.8981119,0.02183219,0.01476848,0.06029301,0.00007957876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.032395,0.000165036,0.8840112,0.000399513,0.00007099517,0.0002853846,0.003960121,0.07152946,0.007183194],"genre_scores_gemma":[0.4230679,0.0006131206,0.556946,0.0001148835,0.00005342363,0.0005464377,0.006771157,0.004382474,0.007504715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009331998,"threshold_uncertainty_score":0.03121865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672475094182164,"score_gpt":0.2542742358029748,"score_spread":0.2275494848611531,"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."}}