{"id":"W3217740266","doi":"10.1177/02761467211054354","title":"The Other Pandemic: A Conceptual Framework and Future Research Directions of Junk Food Marketing to Children and Childhood Obesity","year":2021,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Childhood obesity; Overweight; Obesity; Pandemic; Social marketing; Junk food; Early childhood; Conceptual framework; Psychology; Environmental health; Political science; Advertising; Marketing; Public relations; Developmental psychology; Sociology; Medicine; Business; Coronavirus disease 2019 (COVID-19); Social science; Disease","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":[0.00463208,0.0001024021,0.0001859581,0.0001749369,0.0006489494,0.0003754553,0.0001593619,0.00007556721,0.000104082],"category_scores_gemma":[0.001820073,0.0000802067,0.00007174125,0.0004751484,0.0001429658,0.00027174,0.0001883514,0.0004451365,0.000003108847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001769035,"about_ca_system_score_gemma":0.00004193036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003502359,"about_ca_topic_score_gemma":0.0001020832,"domain_scores_codex":[0.9985579,0.0002351655,0.0004539278,0.0001812005,0.0003660233,0.0002057656],"domain_scores_gemma":[0.9980461,0.0007527252,0.0003639974,0.0001610136,0.0006430984,0.00003305855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136064,0.00010088,0.5405686,0.00003871731,0.00009403386,0.000002624053,0.0003808141,2.544804e-7,0.001225705,0.0008747447,0.0008968022,0.4556808],"study_design_scores_gemma":[0.0003338685,0.000007404798,0.965484,0.000263029,0.00006164591,0.00006507376,0.002328001,0.0000050056,0.00005457802,0.0003226294,0.03098635,0.00008843814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917221,0.00526833,0.00001499652,0.002042784,0.0003497409,0.0001385282,0.000004074912,0.00001311702,0.0004463405],"genre_scores_gemma":[0.9967446,0.00155491,0.0003800437,0.0001392827,0.00106653,0.000003915917,0.000001307018,0.00001535694,0.00009409818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4555923,"threshold_uncertainty_score":0.499126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940297155217286,"score_gpt":0.29259199731585,"score_spread":0.2631890257636771,"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."}}