{"id":"W4231358128","doi":"10.32920/ryerson.14648391.v1","title":"Content and demographic discrepancies that exist between women's fashion magazines and their corresponding websites","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; The Wilson Centre","funders":"","keywords":"Digitization; Audience measurement; Advertising; Order (exchange); The Internet; Digital content; Printing press; Business; Multimedia; World Wide Web; Engineering; Art; Computer science; Visual arts; Telecommunications","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":[0.002416639,0.0001183248,0.0001527801,0.00248602,0.001036898,0.002862307,0.0004681404,0.0003840379,0.007195982],"category_scores_gemma":[0.0227009,0.0002112888,0.0001709906,0.002638756,0.0009178944,0.002488386,0.001323344,0.0005138668,0.001382021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018109,"about_ca_system_score_gemma":0.0009025352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006247126,"about_ca_topic_score_gemma":0.00828157,"domain_scores_codex":[0.9983805,0.0004802305,0.0001750009,0.0001921531,0.0005886213,0.0001834849],"domain_scores_gemma":[0.9813813,0.00839146,0.005528298,0.0006064101,0.003220205,0.0008722555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003272938,0.0001057211,0.8074611,0.0002843435,0.00003912499,0.0004314217,0.1365623,0.0000434542,0.000889273,0.002742328,0.006556334,0.04455722],"study_design_scores_gemma":[0.00000861824,0.00008559809,0.8368224,0.0002849275,0.00002319498,0.0005098849,0.1438818,0.0001151288,0.0004770847,0.0004690655,0.01729921,0.00002316642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853266,0.0005193086,0.0001335326,0.001231672,0.00004703803,0.00002003151,0.0005456003,0.00001208945,0.01216415],"genre_scores_gemma":[0.9971617,0.0003663728,0.0001300132,0.0002475929,0.00004072759,0.00002703764,0.0004571817,0.00001317088,0.001556189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007195982,"threshold_uncertainty_score":0.02407295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043219623659482,"score_gpt":0.2378427090636846,"score_spread":0.1335207466977363,"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."}}