{"id":"W2577854967","doi":"10.22360/summersim.2016.scsc.062","title":"Simulating Campus Evacuation: Case of York University","year":2016,"lang":"en","type":"article","venue":"","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"University campus; Plan (archaeology); Wonder; Population; Yard; Transport engineering; Computer science; Operations research; Engineering; Architectural engineering; Geography; Sociology; Psychology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004539959,0.00003888407,0.00004766202,0.00003194233,0.00002179643,0.000002416804,0.00003312995,0.00002839477,0.0002826945],"category_scores_gemma":[0.00001304872,0.0000303452,0.00002013212,0.00008183187,0.00001145731,0.00006255479,0.000008282844,0.0000176547,0.00002508872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003592645,"about_ca_system_score_gemma":0.000006093285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002519574,"about_ca_topic_score_gemma":0.0001300178,"domain_scores_codex":[0.9997775,0.00000741195,0.00007210646,0.00004478154,0.00004057147,0.00005762613],"domain_scores_gemma":[0.9997766,0.00006686111,0.00001393779,0.00008572657,0.00003033815,0.00002653343],"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":[0.00003917776,0.00007350337,0.02060168,0.000193433,0.0002163771,0.000473089,0.003369854,0.4886979,0.03632588,0.1139203,0.003434282,0.3326545],"study_design_scores_gemma":[0.001020558,0.00002471776,0.001036365,0.00003748381,0.0000245148,0.00008847722,0.001087006,0.988274,0.003645939,0.0004296114,0.004094817,0.0002365627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8340556,0.00001269748,0.1421241,0.00003884261,0.00007217255,0.00004056241,0.000006745634,0.0001641981,0.02348512],"genre_scores_gemma":[0.9972971,0.000003969048,0.00135482,0.000006596079,0.00001235046,9.717063e-8,8.604344e-7,0.000005270898,0.001318911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.499576,"threshold_uncertainty_score":0.3095306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00998444142564103,"score_gpt":0.2074689026515902,"score_spread":0.1974844612259491,"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."}}