{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298923,0.0005983759,0.0004784135,0.0005922189,0.001240079,0.001001432,0.0009001151,0.002194446,0.005166795],"category_scores_gemma":[0.001995548,0.0003364561,0.0006231293,0.0005032653,0.001006398,0.0007691566,0.001429963,0.001140479,0.0002500656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001976702,"about_ca_system_score_gemma":0.001284298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1663291,"about_ca_topic_score_gemma":0.1598825,"domain_scores_codex":[0.9998029,0.00006181544,0.000008193038,0.00002525218,0.00002373263,0.00007813369],"domain_scores_gemma":[0.9989921,0.0005806385,0.0000552496,0.00004100957,0.0001176963,0.0002132708],"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":[0.0002400459,0.0002064554,0.009911662,0.00004696355,0.00002493921,0.000969279,0.0003331979,0.9812665,0.0006108358,0.00252096,0.001725451,0.002143739],"study_design_scores_gemma":[0.00008224159,0.00009172236,0.002845277,0.00001491108,0.00001564149,0.00004999268,0.001113598,0.9932472,0.0003710872,0.000808574,0.00133983,0.00001985418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846675,0.000102482,0.002995787,0.000680652,0.00006148243,0.00008784328,0.0007071987,0.00009318909,0.01060376],"genre_scores_gemma":[0.9941161,0.00007584156,0.00223143,0.00004384277,0.000008051214,0.00005410298,0.000320466,0.00001339447,0.003136728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8336709,"threshold_uncertainty_score":0.3307219,"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."}}