{"id":"W153509639","doi":"","title":"Advertising and Childhood Obesity: The Role of the Federal Government in Limiting Children's Exposure to Unhealthy Food Advertisements","year":2014,"lang":"en","type":"article","venue":"Federal communications law journal","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Childhood obesity; Advertising; Government (linguistics); Obesity; Unhealthy food; Limiting; Commercial speech; Medicine; Food marketing; Environmental health; Business; Overweight; Political science; Law; Engineering; Supreme court; First amendment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001406589,0.0001039207,0.0001428728,0.00002735866,0.004615828,0.0003018678,0.001182587,0.00005942241,0.00001091016],"category_scores_gemma":[0.0003961894,0.00007552435,0.0000598007,0.0002390019,0.0002584213,0.0003045373,0.0004532742,0.0005275679,0.000002152202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254385,"about_ca_system_score_gemma":0.0001146309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003560663,"about_ca_topic_score_gemma":0.03545389,"domain_scores_codex":[0.9974558,0.001174148,0.0004067436,0.0001239024,0.0005544801,0.0002849481],"domain_scores_gemma":[0.9986326,0.000244088,0.0002734522,0.0006424196,0.0000906218,0.000116825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001281606,0.0005296491,0.708919,0.000005406304,0.00005523459,7.590744e-8,0.07851773,0.0001255614,0.00009152666,0.1672012,0.0001045456,0.04443717],"study_design_scores_gemma":[0.0004558561,0.0001668608,0.9503088,0.0002092281,0.00001777774,0.00001351684,0.0171469,0.0000667592,0.0001611424,0.01255823,0.01874337,0.0001515568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490678,0.001152536,0.00003658998,0.02012031,0.0001817592,0.0004412759,0.000004596369,0.00001302135,0.02898208],"genre_scores_gemma":[0.9971626,0.0002204836,0.001274449,0.001096683,0.0001772539,0.00001688748,0.000001561664,0.00001133773,0.00003869599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2413898,"threshold_uncertainty_score":0.99668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118302391685816,"score_gpt":0.2805319235733746,"score_spread":0.2693488996565164,"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."}}