{"id":"W7123661485","doi":"10.25071/28169344.156","title":"In Defence of Critical Literacy Pedagogy","year":2025,"lang":"","type":"article","venue":"YU-WRITE Journal of Graduate Student Research in Education","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Transformative learning; Critical literacy; Literacy; Immigration; Relevance (law); Critical theory; Cultural diversity","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0170279,0.001004771,0.0006029776,0.003050634,0.009515095,0.01309241,0.002286875,0.005168993,0.005423905],"category_scores_gemma":[0.02654427,0.0002958217,0.00059042,0.001385206,0.07821532,0.01021885,0.008019672,0.009979603,0.000977267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0167213,"about_ca_system_score_gemma":0.02956375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0343076,"about_ca_topic_score_gemma":0.03190374,"domain_scores_codex":[0.9869467,0.007328026,0.0004170638,0.001290816,0.003004069,0.00101334],"domain_scores_gemma":[0.9772987,0.01479754,0.001562022,0.001729038,0.003454209,0.001158512],"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":[0.00000692607,0.00001357765,0.0002620314,0.0001289864,0.000004172087,0.00004798576,0.02170513,0.00008502893,0.0001105652,0.9632947,0.004055094,0.01028576],"study_design_scores_gemma":[0.00002558294,0.00005119016,0.0005477918,0.001077167,0.00001379164,0.0001978151,0.02179458,0.0004103424,0.0006822602,0.5348582,0.4403168,0.00002457919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01957333,0.01640779,0.06166821,0.225558,0.003305545,0.0002769468,0.00005692128,0.0001993119,0.6729539],"genre_scores_gemma":[0.8398263,0.009164632,0.0227467,0.04922125,0.003020768,0.0008118427,0.00006039311,0.0002591773,0.0748889],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0343076,"threshold_uncertainty_score":0.1213221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3467556227920084,"score_gpt":0.7062098314575523,"score_spread":0.359454208665544,"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."}}