{"id":"W4250459547","doi":"10.32920/ryerson.14664366","title":"The forgotten women: an exploratory study of baby boomers’ attitudes towards fashion magazines","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":"Lakehead University; Toronto Metropolitan University","funders":"","keywords":"Baby boomers; Exploratory research; Perception; Diversity (politics); Psychology; Order (exchange); Reading (process); Gender studies; Human sexuality; Advertising; Sociology; Political science; Social science; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003601777,0.0003586772,0.0004802892,0.00006693903,0.0004905097,0.000854584,0.0006203332,0.0001084945,0.003945842],"category_scores_gemma":[0.00002857099,0.0002037755,0.0001637666,0.00003592678,0.000240783,0.0003199491,0.0006598742,0.0003694724,0.00003817059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006344669,"about_ca_system_score_gemma":0.0001013721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001175441,"about_ca_topic_score_gemma":0.02862357,"domain_scores_codex":[0.9980212,0.000222126,0.0005104003,0.0004680914,0.0004642824,0.000313915],"domain_scores_gemma":[0.9985013,0.0000449527,0.0002246647,0.000715151,0.0004075327,0.0001064053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003064146,0.001232714,0.0004025731,0.000234164,0.0004289042,0.00001310294,0.9622609,0.00002201606,0.0001252655,0.02122398,0.005307676,0.008718046],"study_design_scores_gemma":[0.0003328325,0.0004039053,0.003475314,0.00005792518,0.00004425552,7.4943e-7,0.9635554,0.00001811113,0.00003185772,0.0002018689,0.03151196,0.0003658302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686203,0.0001778439,0.000001646433,0.0002482991,0.001311287,0.0005071654,0.00002198229,0.0001416998,0.0289698],"genre_scores_gemma":[0.9741701,0.0002361714,0.00001517754,0.0002590052,0.0004209309,0.0002608192,0.00006295525,0.00003267088,0.02454215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02850603,"threshold_uncertainty_score":0.9969647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0710600524426514,"score_gpt":0.2815345170956179,"score_spread":0.2104744646529665,"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."}}