{"id":"W2804905573","doi":"10.18848/2326-9944/cgp/v09i3-4/1-10","title":"Visual Media, Representation, and Educulturalism: Challenging Racism in Canadian University Contexts","year":2015,"lang":"en","type":"article","venue":"The International Journal of Arts Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Racism; Representation (politics); Sociology; Visual media; Media studies; Visual arts; Political science; Art; Gender studies; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134138,0.00003762376,0.00005280256,0.0001898663,0.0001408427,0.00008645885,0.0002095002,0.00002291316,0.00009791811],"category_scores_gemma":[0.0005439328,0.00003171572,0.00001877103,0.0001085207,0.00005734758,0.0005166361,0.00001434481,0.0001113023,0.0000089706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005433609,"about_ca_system_score_gemma":0.001844078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1653677,"about_ca_topic_score_gemma":0.1766827,"domain_scores_codex":[0.9992189,0.0001502272,0.0001483316,0.00005863879,0.0003280307,0.00009581451],"domain_scores_gemma":[0.9989106,0.0001269004,0.0001509874,0.00003934603,0.0005754894,0.0001966467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001149125,0.0003567283,0.04398754,0.000003298893,0.0001188851,0.00003894719,0.580561,0.0003141788,0.00009137346,0.1536999,0.08950635,0.1312069],"study_design_scores_gemma":[0.000355537,0.00001545775,0.08819613,0.00004025416,0.00001393465,0.00003524102,0.2254775,0.00002144503,0.00001969283,0.003921832,0.6818281,0.000074806],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8436189,0.0003700019,0.00002953603,0.1411872,0.00432268,0.00008078755,0.000001136587,0.000003881069,0.01038593],"genre_scores_gemma":[0.9975501,0.0004290096,0.00008961919,0.000408059,0.0007296493,6.997943e-7,0.000005276363,0.000002444067,0.0007851595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5923218,"threshold_uncertainty_score":0.8401902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06710085761025746,"score_gpt":0.3896394161987438,"score_spread":0.3225385585884863,"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."}}