{"id":"W1497466547","doi":"10.1111/1539-6924.00327","title":"Development of a Public Participation and Communication Protocol for Establishing Fish Consumption Advisories","year":2003,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Advisory committee; Consumption (sociology); Risk communication; Public participation; Process (computing); Fish <Actinopterygii>; Fish consumption; Public relations; Business; Protocol (science); Risk analysis (engineering); Computer science; Medicine; Political science; Fishery; Public administration; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001883312,0.00004860184,0.0001183068,0.0001679415,0.0005752328,0.0001174617,0.00007570622,0.00003589839,0.0001702192],"category_scores_gemma":[0.0004972722,0.00004775752,0.00005041066,0.0004452733,0.00009430086,0.0002888341,0.00001708191,0.00003108717,0.000002091382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000558334,"about_ca_system_score_gemma":0.00005540438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000414699,"about_ca_topic_score_gemma":0.02224613,"domain_scores_codex":[0.9990059,0.000337497,0.0002446294,0.0001149363,0.0001762588,0.0001207805],"domain_scores_gemma":[0.9993621,0.00009225526,0.0002147305,0.000135868,0.0001432508,0.0000518688],"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":[0.00002870512,0.0003021683,0.6144174,0.0001087945,0.0007020754,4.784203e-8,0.09236268,0.0003030743,0.0000499057,0.1041089,0.001209614,0.1864066],"study_design_scores_gemma":[0.0006990888,0.00001558007,0.2089432,0.00001426761,0.0005186223,1.314021e-8,0.01184207,0.001864128,0.0001401493,0.001407795,0.7743904,0.0001646339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7235457,0.00002392925,0.2159406,0.0009303151,0.00003042284,0.05353638,0.00001051672,0.0001032635,0.005878855],"genre_scores_gemma":[0.905633,0.0001399204,0.03470106,0.00003174684,0.000008250014,0.05916595,0.0000253517,0.000004315717,0.0002904515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7731808,"threshold_uncertainty_score":0.9955953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209498102424527,"score_gpt":0.4160618123131096,"score_spread":0.2951120020706569,"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."}}