{"id":"W1955748656","doi":"10.29173/md16964","title":"Making Our Voices Heard: Critical Literacy Through Song","year":2012,"lang":"en","type":"article","venue":"Multilingual Discourses","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Choir; Pedagogy; Immigration; Critical literacy; Critical pedagogy; Sociology; Refugee; Literacy; Gender studies; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004743081,0.0004839482,0.0002768457,0.00118535,0.007644568,0.009402293,0.00101504,0.001776626,0.005633029],"category_scores_gemma":[0.01001558,0.0002232988,0.0002870429,0.0004895402,0.02298043,0.007386001,0.009228146,0.003309982,0.0007695914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894381,"about_ca_system_score_gemma":0.002594369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761444,"about_ca_topic_score_gemma":0.004068847,"domain_scores_codex":[0.9963782,0.002591397,0.00004790852,0.000187532,0.0003986828,0.0003962287],"domain_scores_gemma":[0.9952611,0.003242029,0.0002920922,0.0002571029,0.0002686523,0.000679103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004369006,0.00009938651,0.0009443252,0.0001876936,0.00001000484,0.000914699,0.8161065,0.0001010401,0.00182542,0.1265122,0.009607087,0.04364787],"study_design_scores_gemma":[0.00006021284,0.0001179531,0.001104478,0.0006533961,0.00002197118,0.001361731,0.5625488,0.0004090305,0.002438958,0.09146641,0.3397744,0.00004260428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3138798,0.004415947,0.03292863,0.03306909,0.001759587,0.0003138191,0.00005400211,0.0003052844,0.6132738],"genre_scores_gemma":[0.960498,0.001779105,0.007494285,0.002803894,0.000340415,0.000126813,0.00002631907,0.0001236556,0.02680747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009402293,"threshold_uncertainty_score":0.02508414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387717536998161,"score_gpt":0.5312630360161313,"score_spread":0.3924912823163152,"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."}}