{"id":"W4411572551","doi":"10.1080/15710882.2025.2521513","title":"Co-designing for equity – undesigning anti-Black racism in the arts in Canada","year":2025,"lang":"en","type":"article","venue":"CoDesign","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"Canadian Heritage","keywords":"Racism; Equity (law); The arts; Sociology; Gender equity; Gender studies; Political science; Public relations; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0176323,0.001084696,0.0006171641,0.002210758,0.04873976,0.01430853,0.003297153,0.002172371,0.003430528],"category_scores_gemma":[0.01808637,0.0006285677,0.0006381749,0.001985236,0.0409344,0.002696767,0.01288984,0.003440531,0.0002380698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05703808,"about_ca_system_score_gemma":0.1023692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7579517,"about_ca_topic_score_gemma":0.8829001,"domain_scores_codex":[0.9819725,0.01043252,0.0002731426,0.0010788,0.002819463,0.003423595],"domain_scores_gemma":[0.9815844,0.01041323,0.001006352,0.001489347,0.002473973,0.003032723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006385376,0.00007071804,0.004749666,0.000129963,0.0000111219,0.0005370612,0.9676046,0.0002471576,0.001099173,0.005297125,0.001664121,0.01852553],"study_design_scores_gemma":[0.00001171173,0.00005233715,0.003103538,0.0001711911,0.00001844733,0.000202408,0.956439,0.000325026,0.001196224,0.001735828,0.03670888,0.00003549894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607942,0.0005086184,0.004450658,0.004945312,0.00009249625,0.0002436524,0.00007045534,0.00006223522,0.02883244],"genre_scores_gemma":[0.9906148,0.0002588253,0.002510993,0.0003824442,0.000005765266,0.00007720052,0.00002236244,0.00004443809,0.006083231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2420483,"threshold_uncertainty_score":0.4869474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7042055980477255,"score_gpt":0.6614811868013809,"score_spread":0.04272441124634463,"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."}}