{"id":"W6966964056","doi":"10.4224/20377815","title":"Evaluation and comparison of different installations of photoluminescent marking in stairwells of a highrise building","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Public Works and Government Services Canada","keywords":"Field (mathematics); Emergency response; Workplace safety; Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0003986678,0.00005624709,0.0001584798,0.0001526882,0.000007412933,0.000002365545,0.00003431356,0.00003543644,0.00005564091],"category_scores_gemma":[0.00003565978,0.00005928333,0.00001902782,0.0001384122,0.0000220491,0.00003463329,0.00001346374,0.00004976902,9.771472e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005675114,"about_ca_system_score_gemma":0.00001061592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001171886,"about_ca_topic_score_gemma":0.0002114001,"domain_scores_codex":[0.9992491,0.00001898758,0.0003676548,0.00005637082,0.0002312602,0.00007662849],"domain_scores_gemma":[0.9996722,0.00006353769,0.00008026489,0.00007851761,0.00008469143,0.00002084117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002036477,0.0001155443,0.1594481,0.0002230627,0.00002374777,1.8844e-7,0.001490341,0.01624568,0.7931281,0.001786833,0.00001712176,0.02750089],"study_design_scores_gemma":[0.000503573,0.00002430436,0.1912973,0.0001061747,0.00002410643,2.143131e-7,0.0003047528,0.6759867,0.1309982,0.0006843634,0.00001210519,0.00005822983],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874479,0.0001050491,0.00927559,0.000006715654,0.00004416066,0.0001594472,0.000003799271,0.00001053556,0.00294685],"genre_scores_gemma":[0.9980874,0.00002424092,0.001865941,0.000001036317,0.000004874354,0.000002208084,0.000004624005,0.000006936806,0.000002710994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6621299,"threshold_uncertainty_score":0.2417504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974488807270868,"score_gpt":0.2980847441725261,"score_spread":0.2783398560998174,"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."}}