{"id":"W2981024401","doi":"10.17863/cam.36353","title":"Global benchmarking of children's exposure to television advertising of unhealthy foods and beverages across 22 countries","year":2019,"lang":"en","type":"article","venue":"DiRROS repository (University of Maribor)","topic":"Consumer Packaging Perceptions and Trends","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Economic and Social Research Council; Wellcome Trust","keywords":"Advertising; Benchmarking; Television advertising; Unhealthy food; Environmental health; Business; Marketing; Medicine","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":[0.00119284,0.0002681963,0.0002263383,0.002859192,0.0001569642,0.0009042447,0.0002147292,0.0002361223,0.001589335],"category_scores_gemma":[0.002332854,0.0001957045,0.0004494726,0.005427677,0.0002481317,0.0006196299,0.0007990528,0.0003425644,0.0003924636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547127,"about_ca_system_score_gemma":0.0003735019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006161,"about_ca_topic_score_gemma":0.01856797,"domain_scores_codex":[0.9991832,0.0002222606,0.0001220873,0.0001745705,0.0001421745,0.0001555837],"domain_scores_gemma":[0.9966667,0.0005427228,0.001656147,0.0002450552,0.0006560464,0.0002332598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000622141,0.00001503009,0.9863291,0.0001001729,0.00007829241,0.00005735729,0.0007682142,0.0002958475,0.0001926927,0.0001243589,0.001253593,0.01072293],"study_design_scores_gemma":[8.886158e-7,0.00002524592,0.9974024,0.00001906931,0.00001650121,0.00007106391,0.0009262191,0.00009998526,0.00008653696,0.00001057355,0.001337138,0.000004319575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855385,0.0005717644,0.0002016377,0.00009583599,0.000006226792,0.00001476177,0.01006824,0.00003165823,0.003471339],"genre_scores_gemma":[0.9884334,0.0006174551,0.0005576821,0.00003352535,0.00000673798,0.00002410852,0.009775286,0.00001624189,0.0005355774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02006161,"threshold_uncertainty_score":0.03988969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004627132672773785,"score_gpt":0.2054771373652848,"score_spread":0.200850004692511,"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."}}