{"id":"W1943615475","doi":"10.23860/jmle-6-3-5","title":"Puppets on a String? How Young Adolescents Explore Gender and Health in Advertising","year":2015,"lang":"en","type":"article","venue":"Journal of Media Literacy Education","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Media literacy; Psychology; Advertising; Qualitative research; Pedagogy; Sociology","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":[0.001730685,0.00009865236,0.0002002587,0.0003304929,0.0001185149,0.0001577438,0.0001310812,0.00005809043,0.00000674306],"category_scores_gemma":[0.0009192806,0.00009057779,0.00003785038,0.0002403459,0.00004644196,0.0009222113,0.0000144657,0.0002720711,0.000002207423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005253035,"about_ca_system_score_gemma":0.001942407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001878382,"about_ca_topic_score_gemma":0.0001078673,"domain_scores_codex":[0.9983444,0.0002891426,0.0003734761,0.0001363834,0.0005839666,0.0002726094],"domain_scores_gemma":[0.9986904,0.00007112716,0.0003990425,0.00008768885,0.000254258,0.0004975197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004930997,0.0002910253,0.2133978,0.0000580898,0.000007660161,0.00000901791,0.5975707,0.000006522005,0.0000331164,0.0004104344,0.003848623,0.1843177],"study_design_scores_gemma":[0.002312304,0.000220379,0.6109454,0.003706539,0.00002372663,0.00009068638,0.3584768,0.00005799614,0.00009626198,0.007280314,0.01644032,0.0003492564],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840957,0.003417657,0.0001857073,0.00714239,0.004309479,0.0001586344,8.810671e-7,0.000008760793,0.000680779],"genre_scores_gemma":[0.9959129,0.0006634134,0.0009289995,0.0007659957,0.001638771,0.000002016341,0.000003330616,0.00001022105,0.00007434271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3975476,"threshold_uncertainty_score":0.3693655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105860937883114,"score_gpt":0.4016753633211604,"score_spread":0.291089269532849,"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."}}