{"id":"W4313567489","doi":"10.1177/028072700602400204","title":"Risk Reduction and Emergency Preparedness Activities of Canadian Universities","year":2006,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dillon Consulting; University of Manitoba","funders":"","keywords":"Emergency management; Preparedness; Public relations; Political science; Business; Legislation; Workforce; Public administration; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00193456,0.0004328012,0.000269295,0.002716146,0.01295527,0.004865683,0.001591975,0.0007303592,0.009531169],"category_scores_gemma":[0.00591736,0.0003708931,0.0004837287,0.003562934,0.001656309,0.001094293,0.003576513,0.001182351,0.0007635328],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08476581,"about_ca_system_score_gemma":0.1273579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817023,"about_ca_topic_score_gemma":0.9897086,"domain_scores_codex":[0.9967803,0.000405669,0.00008622103,0.0002003818,0.001075465,0.001451867],"domain_scores_gemma":[0.9931374,0.0003152426,0.0005611375,0.0001208517,0.002610474,0.003254842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005239158,0.0006434289,0.3917624,0.0006728514,0.0000762254,0.001313592,0.1256551,0.002850876,0.002693846,0.03498024,0.08164009,0.3571875],"study_design_scores_gemma":[0.00002551362,0.0001636957,0.5848287,0.0003610669,0.00004201641,0.0003600831,0.1533733,0.001275624,0.001005997,0.001639638,0.2567433,0.0001811603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8150866,0.004447773,0.001765681,0.01977106,0.0003073108,0.0003871483,0.001777687,0.0001764777,0.1562803],"genre_scores_gemma":[0.9580787,0.003324302,0.001515465,0.001011123,0.00003728142,0.00005184262,0.0005365446,0.00002943213,0.03541524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9152342,"threshold_uncertainty_score":0.6150219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009234076767789553,"score_gpt":0.2590955207753771,"score_spread":0.2498614440075876,"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."}}