{"id":"W4379017223","doi":"10.18280/ijsse.130205","title":"Design Characteristics that Achieve the Factor of Safety and Security from Fire Accidents for Users of Administrative Buildings","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Education, Safety, and Science Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Poison control; Fire safety; Transport engineering; Injury prevention; Computer security; Engineering; Forensic engineering; Business; Risk analysis (engineering); Environmental health; Computer science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002514607,0.0005059726,0.0002758782,0.001492545,0.001407163,0.002538124,0.0005200761,0.0006569457,0.003633364],"category_scores_gemma":[0.009461836,0.0002828467,0.0006435764,0.001150635,0.001156441,0.001541792,0.001174057,0.0005975828,0.0007760762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748489,"about_ca_system_score_gemma":0.004641573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563047,"about_ca_topic_score_gemma":0.006782296,"domain_scores_codex":[0.9968078,0.001248289,0.0002623014,0.0001713884,0.00121225,0.0002979746],"domain_scores_gemma":[0.9925907,0.002296979,0.001439474,0.0005594848,0.002564269,0.0005491995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004333469,0.0006850128,0.2592585,0.003518416,0.0002039995,0.0007783198,0.0455954,0.008282911,0.03355171,0.0846696,0.01095163,0.5520712],"study_design_scores_gemma":[0.0001206686,0.002581773,0.6488867,0.001557922,0.0005766429,0.002375924,0.09820948,0.008100941,0.02322219,0.02937352,0.1847871,0.00020715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225181,0.001023767,0.05720926,0.00247235,0.00007999045,0.0007803203,0.0002206731,0.0003444646,0.1153511],"genre_scores_gemma":[0.9675485,0.0004514211,0.02749213,0.000113384,0.0000153152,0.0001882243,0.0001093091,0.00002787493,0.004053917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003633364,"threshold_uncertainty_score":0.01329863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473222146218103,"score_gpt":0.3421786609557977,"score_spread":0.2874464394936167,"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."}}