{"id":"W7135004511","doi":"","title":"Designing a Game of Resistance: An Approach to Cultural Misrepresentation in Educational Visuals","year":2025,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misrepresentation; Narrative; Multiculturalism; Visual culture; Photo elicitation; Qualitative research; Focus (optics); Critical theory; Popular culture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01144909,0.001557214,0.0005508581,0.001476449,0.006315229,0.009242474,0.004009815,0.002307251,0.006118474],"category_scores_gemma":[0.01673181,0.0007945251,0.0009208158,0.0005855246,0.01907236,0.007056632,0.009922304,0.002793849,0.0008012479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005039569,"about_ca_system_score_gemma":0.004218728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00477556,"about_ca_topic_score_gemma":0.009586693,"domain_scores_codex":[0.9817799,0.01537833,0.0002446944,0.000984472,0.000971192,0.000641385],"domain_scores_gemma":[0.9873056,0.009311483,0.0004901876,0.001531111,0.000648911,0.0007126729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003512256,0.0007269618,0.003564614,0.000721771,0.00006362647,0.001174487,0.4879058,0.008377787,0.01118907,0.3877041,0.008627379,0.08959316],"study_design_scores_gemma":[0.0002756655,0.0009055097,0.001350482,0.0007675549,0.0001183647,0.001357479,0.2267921,0.04469096,0.01445935,0.1727589,0.5363549,0.0001686973],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1987491,0.000414935,0.6470838,0.008060548,0.0003437765,0.001297139,0.00008418316,0.001354093,0.1426124],"genre_scores_gemma":[0.7112674,0.0003047317,0.2543288,0.001058266,0.00002801977,0.001257732,0.0000760476,0.0004761291,0.03120305],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01144909,"threshold_uncertainty_score":0.06054932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019202553133582,"score_gpt":0.2237114406455231,"score_spread":0.2035194151141873,"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."}}