{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003276889,0.00008541533,0.0001222973,0.0006526391,0.0001706149,0.0000405195,0.0003780832,0.00003840092,0.0003419996],"category_scores_gemma":[0.00003111272,0.00008239872,0.00009226106,0.0002454367,0.0003019522,0.0007080323,0.00003453021,0.00007229398,0.000001441359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002345,"about_ca_system_score_gemma":0.0002359449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09924184,"about_ca_topic_score_gemma":0.07806298,"domain_scores_codex":[0.9987161,0.00009868071,0.0003352777,0.00009818559,0.0005773751,0.0001743862],"domain_scores_gemma":[0.9991109,0.00002354484,0.000421954,0.00005971169,0.0002905203,0.00009338469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000808235,0.0005041139,0.198513,0.0001269642,0.001897041,0.000144292,0.3415056,0.008519678,0.01437915,0.3294673,0.08375929,0.02037526],"study_design_scores_gemma":[0.0005692127,0.0001339473,0.03004056,0.0001079212,0.0001674055,0.00001377335,0.8527244,0.00008587023,0.0007712449,0.006831295,0.1082073,0.0003470042],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444492,0.0002435679,0.0001984823,0.0006751455,0.003019234,0.00005689625,0.00002248823,0.000006500305,0.05132845],"genre_scores_gemma":[0.9919856,0.001438979,0.0001462215,0.000005139188,0.0003572378,7.39967e-7,0.000002503072,0.000005224618,0.006058312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5112188,"threshold_uncertainty_score":0.93876,"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."}}