{"id":"W2977609110","doi":"10.1002/9780470061596.risk0009","title":"Considerations in Planning for Successful Risk Communication","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk communication; Risk analysis (engineering); Key (lock); Risk assessment; Risk management; Psychology; Business; Computer science; Management science; Engineering; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087258,0.0001723522,0.0005578221,0.0008762804,0.0004224478,0.00004642991,0.000137651,0.0001325823,0.0007071504],"category_scores_gemma":[0.000259394,0.0001672661,0.0001849279,0.0005705401,0.0003147168,0.00009487831,0.00004571682,0.0002161264,0.000003136869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006719297,"about_ca_system_score_gemma":0.0001551667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03491697,"about_ca_topic_score_gemma":0.09442352,"domain_scores_codex":[0.9979509,0.0008068768,0.0004468234,0.0003103769,0.0002999942,0.0001850601],"domain_scores_gemma":[0.998004,0.0007316147,0.0008496752,0.0002503831,0.0000985869,0.00006571585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001531719,0.0004178075,0.647364,0.00007572781,0.002645724,0.000003954586,0.03976363,0.001244111,7.891332e-7,0.1119268,0.1838886,0.01265358],"study_design_scores_gemma":[0.0005517922,0.00007205829,0.177524,0.0001015963,0.001498121,4.610986e-8,0.02249323,0.001133672,3.631741e-7,0.003182492,0.7931232,0.0003194093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.005358048,0.004532707,0.0473863,0.0004465843,0.0001133153,0.00112906,0.0003950758,0.00005961054,0.9405793],"genre_scores_gemma":[0.1068721,0.6426705,0.1433274,0.00005641676,0.0001215199,0.0003350391,0.0003632788,0.0001170528,0.1061367],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8344426,"threshold_uncertainty_score":0.9715096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04274357533905746,"score_gpt":0.4106010194754998,"score_spread":0.3678574441364423,"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."}}