{"id":"W4362702235","doi":"10.1108/yc-08-2022-1577","title":"Picturing food: the visual style of teen-targeted food marketing","year":2023,"lang":"en","type":"article","venue":"Young Consumers Insight and Ideas for Responsible Marketers","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bespoke; Thematic analysis; Advertising; Originality; Psychology; Food marketing; Style (visual arts); Marketing; Qualitative research; Business; Sociology; Social psychology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009918871,0.000394163,0.0001140138,0.0008419552,0.0004630701,0.001974427,0.0002361599,0.0003266304,0.003879251],"category_scores_gemma":[0.002891047,0.0001381638,0.0002331016,0.0004240705,0.001275126,0.001229565,0.001057208,0.0004313779,0.0004202466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029855,"about_ca_system_score_gemma":0.0002306626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006378709,"about_ca_topic_score_gemma":0.00121546,"domain_scores_codex":[0.9994684,0.0003090822,0.00001794523,0.00006041074,0.0001041023,0.00004000338],"domain_scores_gemma":[0.9985704,0.0007980681,0.0002709189,0.0001147039,0.0001587915,0.00008709452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009763952,0.000301984,0.1499896,0.003420449,0.0001520326,0.002734401,0.3179162,0.0006197627,0.09557326,0.02764955,0.01218074,0.3884856],"study_design_scores_gemma":[0.00007764535,0.001722558,0.3068987,0.002350255,0.0004200303,0.01128164,0.2332411,0.002550686,0.03020991,0.01161943,0.3993854,0.0002425974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092328,0.002304143,0.01348091,0.0009095257,0.0002285024,0.0002019363,0.0002473868,0.0001876051,0.07320721],"genre_scores_gemma":[0.9826086,0.001026475,0.009174238,0.0003052195,0.00009128972,0.00009957566,0.00006804992,0.00006726442,0.00655935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003879251,"threshold_uncertainty_score":0.01297736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031486425265602,"score_gpt":0.2869096393926557,"score_spread":0.2665947751399997,"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."}}