{"id":"W2052923629","doi":"10.1525/si.2009.32.2.146","title":"Performing Beauty: Dove's “Real Beauty” Campaign","year":2009,"lang":"en","type":"article","venue":"Symbolic Interaction","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Beauty; Dove; Semiotics; Interpretation (philosophy); Aesthetics; Art; Sociology; Advertising; Political science; Computer science; Business; Philosophy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005724899,0.000128915,0.0001608487,0.0001244548,0.0006575353,0.0001217817,0.0001537284,0.00011605,0.0004617916],"category_scores_gemma":[0.0001855713,0.0001288139,0.00009442654,0.0002060809,0.00006074604,0.000651339,0.00001401506,0.0002452222,0.0001755322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003649902,"about_ca_system_score_gemma":0.0001470656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002674823,"about_ca_topic_score_gemma":0.0005596989,"domain_scores_codex":[0.9984968,0.0001241346,0.0002324174,0.0002433332,0.000383552,0.0005197222],"domain_scores_gemma":[0.9994031,0.00007692681,0.000109545,0.000149258,0.00007212296,0.0001890727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001117585,0.0002075329,0.004125017,0.00002166799,0.00004732058,0.00002477072,0.290085,0.00006784579,0.01461328,0.02752856,0.00389622,0.659271],"study_design_scores_gemma":[0.002101897,0.0007336697,0.08607939,0.000584214,0.0002143102,0.000103033,0.2981791,0.004944213,0.01867989,0.02823175,0.5579057,0.002242879],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6808145,0.0000541192,0.0006926221,0.001264365,0.002596033,0.0001823623,0.000001442069,0.0001689038,0.3142256],"genre_scores_gemma":[0.9940442,0.0001542311,0.0001645303,0.0006539096,0.001968214,0.000005497226,0.000009899449,0.00001046334,0.002989005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6570281,"threshold_uncertainty_score":0.525288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958030430799367,"score_gpt":0.3637081799664902,"score_spread":0.3341278756584965,"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."}}