{"id":"W2945311126","doi":"10.5555/3320516.3321016","title":"Simulation of flood evacuation operations in Pierrefonds, Montréal","year":2018,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Flood myth; Flooding (psychology); Computer science; Scheduling (production processes); Discrete event simulation; Operations research; Environmental science; Transport engineering; Simulation; Operations management; Geography; Engineering; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122665,0.0001172211,0.0001364237,0.0001816044,0.00003849113,0.00003620348,0.00009654718,0.00008527804,0.0003356741],"category_scores_gemma":[0.0001045093,0.0001259562,0.00003237964,0.0002451909,0.00003896163,0.0003533403,0.00001704811,0.00008758916,0.00007384264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006147587,"about_ca_system_score_gemma":0.00002809508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003494836,"about_ca_topic_score_gemma":0.0009795313,"domain_scores_codex":[0.9991251,0.00003350784,0.0004028546,0.0001446117,0.0001676515,0.0001262804],"domain_scores_gemma":[0.9993157,0.00008933319,0.00003666179,0.0001926967,0.0003288189,0.0000368089],"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":[0.00001192438,0.00002096146,0.001254599,0.00001057773,0.000008416175,1.921344e-7,0.001094362,0.9906107,0.00135298,0.0009770446,0.00001100421,0.004647227],"study_design_scores_gemma":[0.000444672,0.00004215078,0.01225337,0.00003939693,0.000007592438,1.885323e-7,0.00008763797,0.9856383,0.0007619859,0.0003534065,0.000247949,0.0001233736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4127336,0.00002361701,0.5843314,0.00004307064,0.0001952425,0.0001613787,0.000009121697,0.00009267679,0.002409981],"genre_scores_gemma":[0.9987443,0.000004766576,0.000936066,0.00003573022,0.00008031202,0.000009781103,0.00005233647,0.00001624506,0.0001204366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5860108,"threshold_uncertainty_score":0.5136344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314921843598523,"score_gpt":0.2798195495682255,"score_spread":0.2566703311322402,"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."}}