{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001719848,0.0001295465,0.0003025428,0.0001222957,0.0002513624,0.0000438444,0.0001916001,0.00007308339,0.00008730853],"category_scores_gemma":[0.000009141464,0.0001526407,0.00008659918,0.0003749465,0.0001300208,0.0005095473,0.0003466826,0.00006236839,0.000004566913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003663543,"about_ca_system_score_gemma":0.00002847909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003785501,"about_ca_topic_score_gemma":0.0003128981,"domain_scores_codex":[0.9990775,0.00001598163,0.0002058208,0.0002639439,0.0002508787,0.0001858874],"domain_scores_gemma":[0.9991875,0.00003007356,0.0002983466,0.0002628308,0.0001978258,0.00002342746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001193396,0.00005511104,0.9856693,0.0003298393,0.00005127633,0.000003531559,0.0004375713,0.00007313387,0.001567414,0.0003499087,0.0002237731,0.01111986],"study_design_scores_gemma":[0.0006211058,0.00006642582,0.9953269,0.0002091648,0.00006531766,0.000004912702,0.001083841,0.0001140879,0.00007317009,0.00002379914,0.002265665,0.0001455457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996926,0.00022233,0.000168728,0.0001117791,0.0001987534,0.0001617284,0.00003939642,0.00002801082,0.002143297],"genre_scores_gemma":[0.9992056,0.00003033646,0.0004676426,0.00004035014,0.00004773296,1.502965e-7,0.00002181411,0.000007456024,0.0001788587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097432,"threshold_uncertainty_score":0.6224507,"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."}}