{"id":"W6891589501","doi":"10.4224/20327948","title":"Strategies for ensuring appropriate occupant response to fire alarm signals","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"ALARM; Flood myth; Manual fire alarm activation; Key (lock); Fire protection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226293,0.0001044679,0.0001087811,0.00003919408,0.00005312512,0.00006642997,0.0001002891,0.00005197091,0.0006478393],"category_scores_gemma":[0.00002026545,0.0001056429,0.00004545494,0.00009446861,0.000008669182,0.00008909629,0.000007459019,0.00006286374,0.0001411676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003398215,"about_ca_system_score_gemma":0.00002675327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001511768,"about_ca_topic_score_gemma":0.0000049885,"domain_scores_codex":[0.99939,0.00002015321,0.0001525553,0.0001223941,0.000101533,0.0002133463],"domain_scores_gemma":[0.999657,0.00007594078,0.000009036241,0.0001547891,0.000027363,0.00007589148],"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":[0.000758835,0.0000363624,0.00003599055,0.0001130726,0.00006001691,0.000009368519,0.002218416,0.439069,0.4368399,0.002250117,0.006746697,0.1118623],"study_design_scores_gemma":[0.00104824,0.0001827751,0.001965747,0.00007815848,0.00002792853,0.000008171207,0.0008034426,0.8815446,0.01736439,0.01239973,0.0839398,0.0006369589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690378,0.00002895287,0.01549741,0.0002579722,0.00008497969,0.0002614535,0.00003304543,0.0003029127,0.01449548],"genre_scores_gemma":[0.9924999,0.00001541142,0.005769278,0.0001293661,0.00005691648,0.00006467084,0.000007271482,0.00002876824,0.001428454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4424757,"threshold_uncertainty_score":0.7093386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516389225917368,"score_gpt":0.2504768163409197,"score_spread":0.2353129240817461,"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."}}