{"id":"W4213455131","doi":"10.38055/fs030205","title":"Review: Diversity Now! 2021 with Nigel John, Legin Knits","year":2022,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003055907,0.001343336,0.002553217,0.004233231,0.001348269,0.007068452,0.002686221,0.005902843,0.0530818],"category_scores_gemma":[0.01452209,0.0010161,0.001482789,0.003978391,0.00161943,0.006300847,0.003329663,0.006688985,0.03153282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706184,"about_ca_system_score_gemma":0.005764902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004064169,"about_ca_topic_score_gemma":0.008645894,"domain_scores_codex":[0.9974276,0.0006072428,0.0003056284,0.0003551001,0.001062194,0.0002422874],"domain_scores_gemma":[0.9905059,0.002753578,0.001146665,0.000361399,0.003864299,0.001368231],"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":[0.00003257064,0.000008942322,0.00003423414,0.00564913,0.00003864717,0.00003980019,0.00002807242,0.00002251217,0.000070033,0.0005124488,0.9339129,0.05965078],"study_design_scores_gemma":[0.00001839321,0.00001602624,0.0001352027,0.006759999,0.00003455153,0.00009256148,0.00004349197,0.00001196941,0.00002549637,0.000596081,0.9922523,0.00001388268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007079715,0.7903554,0.0002359084,0.07894361,0.1211311,0.0001109563,0.0003538392,0.0001276671,0.008670593],"genre_scores_gemma":[0.001040789,0.7581717,0.0003988957,0.1276429,0.08199357,0.0001740265,0.0005366358,0.0001005563,0.02994098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0530818,"threshold_uncertainty_score":0.1775764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0831221812496419,"score_gpt":0.2653848574430713,"score_spread":0.1822626761934294,"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."}}