{"id":"W7111046486","doi":"10.46743/2160-3715/2025.7156","title":"Anita’s Plight: Challenging Low Expectations for a Black Girl in a Montreal High School","year":2025,"lang":"","type":"article","venue":"The Qualitative Report","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girl; Narrative; Curriculum; Reading (process); Vocational school; Power (physics); Vocational education; Poetry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004301433,0.000305982,0.0005105857,0.0002240039,0.001201136,0.0001802202,0.0004461106,0.0002299759,0.000152584],"category_scores_gemma":[0.004083218,0.0002665516,0.000332421,0.001398598,0.0009648498,0.0002976544,0.00007205931,0.0004057821,0.00008810833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007166822,"about_ca_system_score_gemma":0.001616065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006030324,"about_ca_topic_score_gemma":0.009331403,"domain_scores_codex":[0.9956821,0.001351819,0.001181456,0.0006125032,0.0005200442,0.0006520943],"domain_scores_gemma":[0.9955288,0.002597937,0.00059766,0.0004946232,0.0006017293,0.0001792291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004897223,0.000286576,0.0002644761,0.00009711325,0.0001590689,0.00001134076,0.8144412,0.0001363079,0.000007191103,0.1821724,0.001925004,0.0004503392],"study_design_scores_gemma":[0.0005894373,0.00006143708,0.007341777,0.0002297131,0.0000859042,0.000001657355,0.8951112,0.002455888,0.000007954117,0.09264717,0.001181481,0.0002863548],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440866,0.001219207,0.006726161,0.05620473,0.002298199,0.003425189,0.000113853,0.00009495132,0.08583108],"genre_scores_gemma":[0.9483766,0.0002509657,0.0003915839,0.0003877084,0.0002362098,0.0004975331,0.00004881656,0.00002235651,0.04978823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10429,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07378400891272041,"score_gpt":0.4761688087046905,"score_spread":0.4023847997919701,"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."}}