{"id":"W7132949921","doi":"","title":"Birkin Bags and Beautiful People: How Fashion, Capital, and Fame Collide","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Influencer marketing; Social media; Presentation (obstetrics); Intermediary; Product (mathematics); Fashion industry; Promotion (chess); Digital media; Visibility","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":[0.003380071,0.0006322312,0.0006057425,0.003467208,0.03143485,0.0190834,0.001697374,0.003301225,0.01346188],"category_scores_gemma":[0.005543118,0.0007088434,0.0004270211,0.002795407,0.03612317,0.01575311,0.01425028,0.003464131,0.001290444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00783844,"about_ca_system_score_gemma":0.003526792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05866232,"about_ca_topic_score_gemma":0.1413985,"domain_scores_codex":[0.9945611,0.0033352,0.00006078899,0.0004485555,0.0003413099,0.001252997],"domain_scores_gemma":[0.9977581,0.001044411,0.0002167415,0.0001296562,0.0001665587,0.000684626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002107004,0.00001805326,0.004009454,0.00003083583,0.00000799605,0.0004793567,0.9613036,0.00001837618,0.00008045215,0.02448015,0.002778788,0.006771857],"study_design_scores_gemma":[0.000004026311,0.000008746756,0.00260718,0.00009050545,0.000006446323,0.0001296811,0.9457505,0.00004344102,0.00003996554,0.007158888,0.04414607,0.00001454197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7550029,0.004960842,0.00177214,0.02404541,0.0003934879,0.00004827826,0.0001302605,0.00006128606,0.2135854],"genre_scores_gemma":[0.9854298,0.0009406609,0.0003453199,0.001274613,0.00005413796,0.00002405002,0.00002720592,0.00006816685,0.01183602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05866232,"threshold_uncertainty_score":0.1166418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902735098739245,"score_gpt":0.334954775840325,"score_spread":0.3159274248529325,"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."}}