{"id":"W4414980962","doi":"10.1177/00420859251382195","title":"This Time We See the Bright Spots: Examining Schools and Organizations Promoting Black Youth Excellence in Los Angeles","year":2025,"lang":"en","type":"article","venue":"Urban Education","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Excellence; Narrative; Best practice; African american; Selection (genetic algorithm); Academic achievement; Black male; Narrative inquiry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002363169,0.00024821,0.0002729222,0.001195029,0.01092788,0.00522104,0.0007870946,0.0007654612,0.002621321],"category_scores_gemma":[0.002905236,0.0001850605,0.0001610589,0.0008913373,0.005316523,0.00313366,0.005526489,0.001750383,0.000177408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004029798,"about_ca_system_score_gemma":0.006078919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05324166,"about_ca_topic_score_gemma":0.2203909,"domain_scores_codex":[0.9985678,0.0008113642,0.00003232373,0.00009904925,0.0001431416,0.0003463139],"domain_scores_gemma":[0.9976408,0.0005513298,0.0005802304,0.0001204606,0.0003723219,0.0007347212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004260068,0.0001431664,0.08384527,0.0001785139,0.00002297214,0.0004442555,0.8618798,0.00009378949,0.0008543984,0.01066361,0.007733598,0.034098],"study_design_scores_gemma":[0.000002233396,0.00003504828,0.02298814,0.0001216124,0.000009842473,0.00004165835,0.9563488,0.00003733436,0.0002328496,0.0008121362,0.01935976,0.0000106561],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805157,0.0006065746,0.0004905614,0.005659739,0.00005066793,0.00002042694,0.00004221225,0.00002101782,0.01259307],"genre_scores_gemma":[0.9956083,0.0004159487,0.0006784127,0.0005668532,0.00001887131,0.00002919736,0.00002173902,0.00001197346,0.002648654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05324166,"threshold_uncertainty_score":0.1058635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467645722311137,"score_gpt":0.3190621740839888,"score_spread":0.2943857168608774,"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."}}