{"id":"W4241853035","doi":"10.32920/ryerson.14649999","title":"The African Heritage Program: community members speak","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation","funders":"Government of Ontario","keywords":"Oppression; Curriculum; Public relations; Sociology; Social connectedness; Thematic analysis; Government (linguistics); Racism; Identity (music); Political science; Pedagogy; Qualitative research; Psychology; Gender studies; Social psychology; Social science; Politics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001924037,0.0002247838,0.0001357717,0.0004746276,0.008531438,0.002097151,0.0008038216,0.0008640601,0.02688426],"category_scores_gemma":[0.002964186,0.0001730976,0.00009402764,0.0006184658,0.00138187,0.001140397,0.005141709,0.001948143,0.003898645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596566,"about_ca_system_score_gemma":0.009093154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03353205,"about_ca_topic_score_gemma":0.09601349,"domain_scores_codex":[0.9990061,0.0003593522,0.00001515497,0.00005895411,0.0002017181,0.0003587852],"domain_scores_gemma":[0.9968945,0.0002511345,0.00007076107,0.0001212986,0.0001889016,0.00247338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001896201,0.002117116,0.02627454,0.0002783428,0.000009047915,0.00227114,0.3188968,0.0001006975,0.003733521,0.01678801,0.2951681,0.3341731],"study_design_scores_gemma":[0.00004883485,0.0002082642,0.02976025,0.0001112515,0.000007212379,0.0005518831,0.2193039,0.0000913325,0.0006628534,0.0009786402,0.7482548,0.00002076089],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5464771,0.0007471666,0.002266405,0.02904551,0.001581075,0.001466383,0.0009267522,0.0003838682,0.4171057],"genre_scores_gemma":[0.7097275,0.0006621534,0.003065382,0.006459394,0.0004399334,0.001251627,0.0005550819,0.0001857294,0.2776532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03353205,"threshold_uncertainty_score":0.08993679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09875329567636222,"score_gpt":0.4155178475828082,"score_spread":0.316764551906446,"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."}}