{"id":"W1996160641","doi":"10.1016/j.bodyim.2009.01.005","title":"Are all models created equal? A content analysis of women in advertisements of fitness versus fashion magazines","year":2009,"lang":"en","type":"article","venue":"Body Image","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Beauty; Content analysis; Advertising; Content (measure theory); Psychology; Sociology; Art; Aesthetics; Mathematics; Social science","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":[0.000619547,0.0001071047,0.000426778,0.0002991188,0.00005569188,0.00001823513,0.0001996805,0.00006549706,0.0001051163],"category_scores_gemma":[0.0003294101,0.0001034691,0.000113963,0.0008171559,0.0001113612,0.0002771028,0.00002596677,0.00005653421,0.000002669721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002417854,"about_ca_system_score_gemma":0.00007521874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009731899,"about_ca_topic_score_gemma":0.001122181,"domain_scores_codex":[0.9983872,0.0001548078,0.0003914828,0.0002061247,0.0004330286,0.00042742],"domain_scores_gemma":[0.9991696,0.00007985151,0.0002802772,0.0001764766,0.0001540049,0.0001398236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002686304,0.003430023,0.3006074,0.0003462681,0.003584349,0.0002617365,0.3789128,0.007163375,0.2635751,0.01378973,0.0008644083,0.02477843],"study_design_scores_gemma":[0.006233457,0.0003283993,0.8771592,0.0002241506,0.0008307716,1.923915e-7,0.09088632,0.01787565,0.003168192,0.002466328,0.0002133441,0.0006139726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988184,0.00007796945,0.0008011875,0.0001356747,0.00008375021,0.0001754226,0.00002055568,0.00002082697,0.0105006],"genre_scores_gemma":[0.9992269,0.00009935316,0.0001165049,0.00008086707,0.00002319319,0.000006765752,0.00001733456,0.000005151915,0.000423971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5765517,"threshold_uncertainty_score":0.4219348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207061406838496,"score_gpt":0.3598880530978493,"score_spread":0.2391819124139997,"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."}}