{"id":"W1569547127","doi":"10.1002/9780470061596.risk0011","title":"Evaluation of Risk Communication Efforts","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Component (thermodynamics); Key (lock); Risk analysis (engineering); Risk communication; Risk assessment; Computer science; Management science; Process management; Engineering; Business; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004495246,0.0001764985,0.0006063905,0.0007586869,0.0002405933,0.00001694971,0.0002034533,0.0001376567,0.002151969],"category_scores_gemma":[0.0003243439,0.0001613487,0.0002568169,0.0008077981,0.0004445013,0.00007774054,0.00006495787,0.0001820375,0.00000670442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009577477,"about_ca_system_score_gemma":0.0002481486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04040505,"about_ca_topic_score_gemma":0.04947772,"domain_scores_codex":[0.9952752,0.002394248,0.0004880858,0.0002888579,0.001410127,0.000143494],"domain_scores_gemma":[0.9971969,0.0002676546,0.001642995,0.00039677,0.0004261745,0.00006947166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002256659,0.001055076,0.2147213,0.0001146264,0.01240748,0.000001275926,0.05293724,0.001193929,0.000002741728,0.06499745,0.1363408,0.5162056],"study_design_scores_gemma":[0.0006072728,0.00008824861,0.3070723,0.0001125223,0.01511761,3.369976e-8,0.01372143,0.002490467,0.000001604782,0.002162799,0.658278,0.0003476744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01271372,0.004774745,0.007053134,0.00005985166,0.0000976026,0.000608317,0.0001781848,0.00003187648,0.9744826],"genre_scores_gemma":[0.1474776,0.7929909,0.02389161,0.000006791844,0.0000625234,0.00006320127,0.0001914983,0.00006374586,0.0352522],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9392304,"threshold_uncertainty_score":0.9987602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04473901308976812,"score_gpt":0.4099600011098337,"score_spread":0.3652209880200655,"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."}}