{"id":"W4232507877","doi":"10.1002/9780470061596.risk0012","title":"Stakeholder Participation in Risk Management Decision Making","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stakeholder; Stakeholder analysis; Business; Process (computing); Risk management; Stakeholder engagement; Community participation; Stakeholder management; Process management; Public relations; Political science; Computer science; Sociology; Socioeconomics","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":[0.001272887,0.0002489895,0.0006342562,0.001482622,0.0002348914,0.00004634972,0.0001821089,0.0001412174,0.00168835],"category_scores_gemma":[0.00008797092,0.0002297936,0.0002110787,0.001322935,0.0002213976,0.0001038352,0.00009106062,0.0002398551,0.00001956008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130628,"about_ca_system_score_gemma":0.0000589952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009695041,"about_ca_topic_score_gemma":0.05669605,"domain_scores_codex":[0.9970523,0.000760834,0.0006012922,0.0005191742,0.0007670417,0.0002993824],"domain_scores_gemma":[0.9984497,0.0002436521,0.0008821529,0.0002816247,0.00005752531,0.00008538079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003199489,0.000585421,0.5021734,0.00007615967,0.002400797,0.00002619639,0.01243571,0.0009111821,1.183257e-7,0.02970747,0.04933041,0.4023212],"study_design_scores_gemma":[0.0003657491,0.00005152448,0.5374636,0.0001619853,0.001516356,2.043682e-8,0.007597894,0.0005720882,7.373902e-8,0.0009944277,0.4509977,0.0002785762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01441026,0.001265368,0.06276672,0.00004578489,0.0001799661,0.000685935,0.00008402554,0.00005074417,0.9205112],"genre_scores_gemma":[0.1290997,0.6737115,0.09853795,0.00002952943,0.000098497,0.0001283579,0.00005846874,0.0001056104,0.09823039],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8222808,"threshold_uncertainty_score":0.9992242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750949397660405,"score_gpt":0.41157934693537,"score_spread":0.364069852958766,"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."}}