{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009899787,0.0003689813,0.0001940158,0.0006626892,0.0121743,0.004332915,0.0005337195,0.001278459,0.006691302],"category_scores_gemma":[0.002633373,0.0002014247,0.0001778552,0.0008323879,0.008190311,0.001408791,0.001988275,0.002039257,0.0004769237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008455104,"about_ca_system_score_gemma":0.005607002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3656555,"about_ca_topic_score_gemma":0.7019081,"domain_scores_codex":[0.9989511,0.0002756222,0.00001100486,0.00008355092,0.0003784071,0.0003002599],"domain_scores_gemma":[0.9988006,0.0004776904,0.00009329664,0.00009039965,0.0002371121,0.0003008495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001906437,0.0001227823,0.006842588,0.0001552981,0.00001574487,0.001692437,0.8454193,0.000122331,0.006430564,0.04480024,0.05304882,0.04115917],"study_design_scores_gemma":[0.00001632131,0.0001306167,0.01306546,0.0001260514,0.000020738,0.0005979502,0.4928229,0.0002187995,0.003082934,0.001610978,0.4882456,0.00006168856],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5727305,0.0009494021,0.001222064,0.01208107,0.0006150483,0.00006581457,0.0001335173,0.0001202771,0.4120824],"genre_scores_gemma":[0.9448133,0.0005467854,0.0005202189,0.0007192346,0.00009269673,0.00001642862,0.00004827345,0.00006742629,0.05317573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3656555,"threshold_uncertainty_score":0.7270544,"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."}}