{"id":"W1542774945","doi":"10.1002/9780470061596.risk0001","title":"Role of Risk Communication in a Comprehensive Risk Management Approach","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk management; Risk communication; Reciprocal; Risk analysis (engineering); Information exchange; Process (computing); IT risk; Selection (genetic algorithm); IT risk management; Business; Component (thermodynamics); Factor analysis of information risk; Knowledge management; Risk management information systems; Computer science; Information system; Engineering; Management information systems; Finance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001042153,0.0002844324,0.0009651891,0.00138863,0.0002410029,0.00002390382,0.0003705021,0.0001661536,0.0004054331],"category_scores_gemma":[0.00005369035,0.0002679398,0.0003192374,0.001390435,0.0005689037,0.00008351306,0.0001770289,0.0003810292,0.00000681279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009044703,"about_ca_system_score_gemma":0.0000654699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07295994,"about_ca_topic_score_gemma":0.02972581,"domain_scores_codex":[0.9959784,0.001930618,0.0006894973,0.0004776025,0.0006753876,0.0002485499],"domain_scores_gemma":[0.9971309,0.0003013505,0.001825346,0.000530898,0.0001216275,0.00008990785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007233519,0.002322491,0.5892463,0.000326054,0.01087364,0.000005406055,0.07661985,0.002176647,0.000001668031,0.09775202,0.0329829,0.1876207],"study_design_scores_gemma":[0.0006680015,0.00006945538,0.4982759,0.0001104785,0.003067766,4.447573e-8,0.07282017,0.001739562,3.558759e-7,0.002022988,0.4208478,0.0003774266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01033073,0.007153485,0.007924951,0.00002363857,0.00004418409,0.000880452,0.0003184105,0.00005083033,0.9732733],"genre_scores_gemma":[0.05126131,0.8417082,0.0882496,0.000007025712,0.00002834344,0.00008208719,0.0001602558,0.00006162111,0.01844156],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9548318,"threshold_uncertainty_score":0.9999773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141834359859321,"score_gpt":0.3471706854527249,"score_spread":0.3257523418541317,"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."}}