{"id":"W3023212616","doi":"10.1002/9781118445112.stat03860","title":"Role of Risk Communication in a Comprehensive Risk Management Approach","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk management; Reciprocal; Risk communication; Risk analysis (engineering); Information exchange; Process (computing); IT risk; IT risk management; Business; Selection (genetic algorithm); Component (thermodynamics); Factor analysis of information risk; Knowledge management; Computer science; Risk management information systems; Information system; Engineering; Management information systems; Finance; Artificial intelligence","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005792879,0.0003383859,0.0006116924,0.0005362537,0.0001844991,0.00005195335,0.0007776439,0.0002732666,0.001412575],"category_scores_gemma":[0.0001288149,0.0003448111,0.0000583406,0.0003816914,0.0005369652,0.00004684434,0.0002479054,0.0005642252,0.000133754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646568,"about_ca_system_score_gemma":0.00008489176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02980263,"about_ca_topic_score_gemma":0.06143956,"domain_scores_codex":[0.9965985,0.001131313,0.0006285716,0.0004968933,0.0007289981,0.0004156798],"domain_scores_gemma":[0.9975578,0.0002241126,0.001057146,0.0008567386,0.0001640501,0.0001401983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006325858,0.001145318,0.001675016,0.0004306798,0.0002667573,0.000004277895,0.008856761,0.0003182148,0.000001917649,0.3571876,0.2988312,0.331219],"study_design_scores_gemma":[0.0007064226,0.00004821953,0.006138185,0.0003627871,0.0001621368,1.11278e-7,0.01245298,0.001357871,1.261802e-7,0.01770219,0.9606676,0.0004014432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0002904789,0.002242103,0.07376876,0.00004229066,0.0001812628,0.001773803,0.01549362,0.0002298418,0.9059778],"genre_scores_gemma":[0.00905719,0.3074887,0.5599668,0.0001086845,0.0001781585,0.0001342165,0.007594102,0.0003271763,0.1151451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7908328,"threshold_uncertainty_score":0.9999004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030769586743646,"score_gpt":0.3280938118228487,"score_spread":0.2973242250792027,"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."}}