{"id":"W3015375269","doi":"10.1016/j.ssci.2020.104767","title":"The future of evacuation drills: Assessing and enhancing evacuee performance","year":2020,"lang":"en","type":"article","venue":"Safety Science","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"Horizon 2020; Arts and Humanities Research Council; Horizon 2020 Framework Programme; National Research Council Canada; Vetenskapsrådet; Svenska Forskningsrådet Formas; European Commission","keywords":"Poison control; Human factors and ergonomics; Engineering; Forensic engineering; Transport engineering; Injury prevention; Occupational safety and health; Suicide prevention; Medical emergency; Medicine","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":[0.0004546103,0.00005681538,0.00006035533,0.00002192877,0.0002752844,0.0000665487,0.0001617761,0.00002046423,0.000007151511],"category_scores_gemma":[0.00006247347,0.00004229011,0.00001174677,0.0003943217,0.0001383792,0.0003638346,0.00003336414,0.00008128043,0.000006411163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003080779,"about_ca_system_score_gemma":0.00004623138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.242397e-7,"about_ca_topic_score_gemma":0.00000508398,"domain_scores_codex":[0.9993671,0.00000884627,0.000151073,0.0001053008,0.0002371387,0.000130571],"domain_scores_gemma":[0.9996991,0.00004598293,0.00003266515,0.00009776856,0.00006838454,0.00005608343],"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":[0.00002064938,0.000007146138,0.005710043,0.0002156627,0.00001302275,5.801433e-7,0.005897807,0.07719042,0.2435683,0.01238948,0.0001262998,0.6548606],"study_design_scores_gemma":[0.00009848137,0.00001783972,0.05657433,0.00002372194,0.000004203478,0.00000167913,0.0008309677,0.9299173,0.009210678,0.00008331043,0.00315327,0.00008420292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622491,0.0008223138,0.02969626,0.002054856,0.0004087961,0.0001106106,0.000002040787,0.0001018878,0.004554123],"genre_scores_gemma":[0.9984727,0.0004351617,0.0009251446,0.00008279679,0.00006915696,0.000001243637,7.199512e-7,0.000004903161,0.000008177877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8527269,"threshold_uncertainty_score":0.2117293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006293768551934538,"score_gpt":0.2262855857789721,"score_spread":0.2199918172270376,"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."}}