{"id":"W1996216433","doi":"10.3801/iafss.fss.7-113","title":"University of Waterloo Live Fire Research Facility","year":2003,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire protection; Service (business); Emergency response; Wildfire suppression; Engineering; Environmental planning; Business; Civil engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008541343,0.0005523628,0.0005837048,0.0009223717,0.005864905,0.001566899,0.002203418,0.0008232042,0.252327],"category_scores_gemma":[0.001689107,0.0003991242,0.0004197511,0.0009002365,0.0009624257,0.0008169723,0.001823136,0.0009683016,0.05114451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008374963,"about_ca_system_score_gemma":0.0259808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5424012,"about_ca_topic_score_gemma":0.8239419,"domain_scores_codex":[0.9987687,0.0001142251,0.00003120521,0.0002691557,0.0005302536,0.0002863874],"domain_scores_gemma":[0.9980397,0.0001345124,0.00006689895,0.0001676919,0.0009737273,0.0006176315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007290634,0.0008005744,0.007315229,0.0002468414,0.00002162206,0.0006358021,0.001147447,0.000579109,0.006537937,0.006283762,0.8285195,0.147183],"study_design_scores_gemma":[0.0002054098,0.0003445506,0.01636916,0.0001760749,0.00002475548,0.0001950234,0.001605159,0.001689766,0.003431741,0.00124488,0.9746566,0.00005691576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0339059,0.0009839431,0.01040385,0.006455857,0.0009113699,0.002557724,0.02027687,0.003347257,0.9211572],"genre_scores_gemma":[0.07847558,0.001763,0.01704247,0.001644207,0.0002950058,0.001760967,0.01296584,0.0004045606,0.8856484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5424012,"threshold_uncertainty_score":0.9205874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550498098080417,"score_gpt":0.2544707356431721,"score_spread":0.228965754662368,"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."}}