{"id":"W3178077222","doi":"10.1186/s13104-021-05812-4","title":"Gender representation in food and beverage print advertisements found in corner stores around schools in Peru and Guatemala","year":2021,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Wellcome Trust","keywords":"Advertising; Representation (politics); Medicine; Geography; Environmental health; Business; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000819684,0.0001884473,0.0002174347,0.002145629,0.0008897493,0.001146875,0.0002251272,0.000329223,0.003881411],"category_scores_gemma":[0.00291011,0.0001606824,0.0001118795,0.001345347,0.0006874465,0.0006576051,0.0009176876,0.0002044467,0.0002462181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590277,"about_ca_system_score_gemma":0.0002890076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0054269,"about_ca_topic_score_gemma":0.01208049,"domain_scores_codex":[0.9993593,0.0003067295,0.00003739838,0.00007975043,0.0001301555,0.00008657497],"domain_scores_gemma":[0.9976786,0.0008592654,0.0009962346,0.00008757251,0.0002554224,0.0001229074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003156424,0.00007393239,0.7791166,0.0004152392,0.00003353509,0.001464271,0.1679977,0.00003241475,0.006916463,0.0007094853,0.0009553827,0.04196925],"study_design_scores_gemma":[0.000002964402,0.00009380799,0.9207707,0.00009002699,0.00001732976,0.0005629993,0.07414616,0.00008006646,0.0005112653,0.00007833774,0.003633619,0.00001266058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997422,0.0002521042,0.00007996277,0.00007793819,0.000004215662,0.00001181182,0.0001060773,0.000004560591,0.002041487],"genre_scores_gemma":[0.9990091,0.0001808875,0.0001442516,0.00003242058,0.000008625356,0.0000173824,0.00006703441,0.000003571905,0.0005367632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0054269,"threshold_uncertainty_score":0.01298463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3426598032885577,"score_gpt":0.4774581431224799,"score_spread":0.1347983398339221,"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."}}