{"id":"W4210247128","doi":"10.38055/fs030202","title":"Review: Diversity Now! 2020 with Becca McCharen-Tran, CHROMAT","year":2021,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Geography; Sociology; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004410955,0.001179709,0.002208056,0.004416803,0.001632778,0.008502378,0.002738806,0.006302602,0.0850937],"category_scores_gemma":[0.01521125,0.001164817,0.002029679,0.004210729,0.001346126,0.006448939,0.003007923,0.006671816,0.04395403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004103001,"about_ca_system_score_gemma":0.00748714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003860645,"about_ca_topic_score_gemma":0.01001166,"domain_scores_codex":[0.9967314,0.000733718,0.0003930719,0.0003716887,0.001428982,0.0003412201],"domain_scores_gemma":[0.988347,0.002756867,0.001451227,0.000456175,0.004701576,0.002287186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005435028,0.00001589959,0.00003824125,0.005725299,0.00004502064,0.00005191216,0.0000291539,0.0000181507,0.0001413649,0.000585008,0.9326128,0.06068286],"study_design_scores_gemma":[0.00003497059,0.00002456838,0.0001654447,0.004624398,0.00003011315,0.00007832477,0.00003943205,0.0000126908,0.00003893591,0.0005306441,0.9944077,0.00001286061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001758974,0.6302478,0.0004731354,0.1303199,0.2118885,0.0004900539,0.0009831996,0.0004171567,0.0250043],"genre_scores_gemma":[0.002176315,0.5497906,0.001414269,0.227213,0.1236092,0.0007586142,0.001705052,0.0002530408,0.09307992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0850937,"threshold_uncertainty_score":0.2846668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07529292008788616,"score_gpt":0.2756621174359724,"score_spread":0.2003691973480863,"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."}}