{"id":"W2122499596","doi":"10.1108/dpm-11-2014-0224","title":"Developing an evaluation tool for disaster risk messages","year":2015,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Agency (philosophy); Preparedness; Risk communication; Comprehension; Focus group; Public health; Risk management; Knowledge management; Risk analysis (engineering); Computer science; Business; Medicine; Nursing; Political science","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":[0.08069354,0.001775899,0.001230563,0.006525732,0.001567999,0.003773568,0.002284844,0.001481506,0.00875059],"category_scores_gemma":[0.2135793,0.0006908878,0.00227522,0.002612265,0.001407181,0.005227912,0.003308154,0.001889305,0.002070886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004234797,"about_ca_system_score_gemma":0.007046759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002468,"about_ca_topic_score_gemma":0.001243174,"domain_scores_codex":[0.9469511,0.03429868,0.007240369,0.001351024,0.008828802,0.001330071],"domain_scores_gemma":[0.6907739,0.2299477,0.01150705,0.008076927,0.05646602,0.003228392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001729977,0.004890701,0.03682314,0.00740065,0.0001593503,0.0005849446,0.02594442,0.002491783,0.006565952,0.005031525,0.03036645,0.8780109],"study_design_scores_gemma":[0.006798728,0.03838835,0.2665028,0.02764036,0.002149822,0.003206184,0.1189062,0.07233005,0.08370736,0.03029299,0.348128,0.001949245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5281388,0.0009687624,0.278886,0.006183825,0.001857615,0.1285576,0.005316985,0.007561642,0.0425288],"genre_scores_gemma":[0.2739722,0.0005678029,0.6358719,0.0009471358,0.0001313401,0.08135698,0.002301176,0.0003663005,0.004485135],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08069354,"threshold_uncertainty_score":0.4267533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172103882928449,"score_gpt":0.4403392550502965,"score_spread":0.3231288667574516,"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."}}