{"id":"W3168886120","doi":"10.46234/ccdcw2021.133","title":"Upgrading from One-way Informing to Two-way Audience-oriented Health Communication: CFSA Initiations for World Food Safety Day","year":2021,"lang":"en","type":"article","venue":"China CDC Weekly","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Business; Food safety; Food science","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":[0.04020137,0.0006771065,0.000381859,0.001648107,0.009540853,0.007752188,0.002517057,0.008118609,0.03102902],"category_scores_gemma":[0.03705532,0.0005173205,0.001031765,0.0009750053,0.005730828,0.007344683,0.01142237,0.01536366,0.00611129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012207,"about_ca_system_score_gemma":0.03350597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02793433,"about_ca_topic_score_gemma":0.03980476,"domain_scores_codex":[0.9836642,0.008223093,0.000723001,0.001032574,0.003776331,0.002580793],"domain_scores_gemma":[0.9511369,0.01188068,0.002357835,0.003430962,0.01236802,0.01882557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002235477,0.001553242,0.009160026,0.0008545606,0.00002805753,0.000356099,0.0498283,0.0002729754,0.002231512,0.06832353,0.4356067,0.4315615],"study_design_scores_gemma":[0.00007601322,0.0005078573,0.01831776,0.001756779,0.00002177873,0.0002460473,0.02082798,0.0006679642,0.0009904783,0.02217378,0.9343057,0.0001077734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0266112,0.002965664,0.0247968,0.7890673,0.01220322,0.001963986,0.000449079,0.001107337,0.1408355],"genre_scores_gemma":[0.5055721,0.007131272,0.1010348,0.2678908,0.008077569,0.00463998,0.001082173,0.0007008634,0.1038705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04020137,"threshold_uncertainty_score":0.2126077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05824474093618569,"score_gpt":0.3562490688827526,"score_spread":0.2980043279465669,"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."}}