{"id":"W3165725789","doi":"10.1386/infs_00039_7","title":"How to transform fashion education: A manifesto for equity, inclusion and decolonization","year":2021,"lang":"en","type":"article","venue":"International Journal of Fashion Studies","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Manifesto; Decolonization; Equity (law); Inclusion (mineral); Political science; Sociology; Gender studies; Law; Politics","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":[0.01650733,0.0005792124,0.0004091751,0.001091057,0.008010281,0.0114803,0.001356472,0.007943704,0.006775454],"category_scores_gemma":[0.0128205,0.0003368316,0.0004752985,0.001201166,0.02748838,0.007141795,0.01076378,0.01259809,0.0008607682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008328607,"about_ca_system_score_gemma":0.02974402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01936017,"about_ca_topic_score_gemma":0.0423086,"domain_scores_codex":[0.992059,0.003033618,0.0003984386,0.0007417048,0.001786017,0.001981274],"domain_scores_gemma":[0.9938719,0.002830591,0.0003766142,0.0009170888,0.0008267795,0.001177066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001727916,0.00008496733,0.0003501307,0.0001007752,0.000004797211,0.00005431244,0.01855076,0.0001264448,0.0005128165,0.9298187,0.02374017,0.02663883],"study_design_scores_gemma":[0.00003671938,0.00005928234,0.001544747,0.0004507007,0.00001643081,0.00007555359,0.01405796,0.0002092935,0.001676979,0.192421,0.7894019,0.00004956192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04553301,0.007776125,0.0118768,0.4496735,0.006273034,0.0002549697,0.0002106537,0.0002652923,0.4781366],"genre_scores_gemma":[0.788983,0.002328638,0.008991844,0.04353821,0.001014981,0.0002944658,0.0001080259,0.0002550239,0.1544859],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01936017,"threshold_uncertainty_score":0.08730012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166975188707448,"score_gpt":0.4317421365294427,"score_spread":0.3150446176586978,"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."}}