{"id":"W1551355895","doi":"10.4315/0362-028x-73.10.1875","title":"Risk Ranking: Investigating Expert and Public Differences in Evaluating Food Safety Hazards","year":2010,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Food safety; Ranking (information retrieval); Focus group; Framing (construction); Environmental health; Psychology; Business; Medicine; Marketing; Computer science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01730378,0.0003401787,0.0004423302,0.002024321,0.0006609645,0.001963648,0.0005622611,0.00121144,0.003468717],"category_scores_gemma":[0.09573121,0.0001963237,0.0006082394,0.0008825298,0.0007505289,0.002407389,0.001098192,0.0008432311,0.0003187602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009824341,"about_ca_system_score_gemma":0.0006809692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744658,"about_ca_topic_score_gemma":0.004923877,"domain_scores_codex":[0.992236,0.004734584,0.0004040923,0.0004454798,0.001790128,0.0003898496],"domain_scores_gemma":[0.8708206,0.1113404,0.006929547,0.003070744,0.006177416,0.001661331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006563708,0.003156357,0.7975219,0.0003024334,0.0005675082,0.0003158311,0.0116541,0.008311592,0.004557668,0.004809163,0.002293702,0.159946],"study_design_scores_gemma":[0.0004757972,0.0039833,0.8978266,0.0001484771,0.0005757111,0.0005478968,0.02029223,0.05600107,0.004164222,0.0128767,0.002884513,0.0002235098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938307,0.00007408625,0.001875227,0.0001786445,0.00001158665,0.00003776258,0.00004504142,0.00001420917,0.003932733],"genre_scores_gemma":[0.9984419,0.00002899608,0.001112545,0.00004216965,0.000009391874,0.00001781711,0.00005589491,0.000005125321,0.0002861881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730378,"threshold_uncertainty_score":0.0915122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09184829943447391,"score_gpt":0.3430296816690814,"score_spread":0.2511813822346075,"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."}}