{"id":"W1608194681","doi":"","title":"Honoring the Scholarship of Amos Wilson","year":2013,"lang":"en","type":"article","venue":"The Journal of Pan-African Studies","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gender studies; Scholarship; Racism; Diaspora; Oppression; Sociology; Politics; Intersectionality; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.00340993,0.00008780984,0.000269987,0.00004581932,0.0008640639,0.00004229061,0.0005376632,0.00003402004,0.0000706692],"category_scores_gemma":[0.0007757387,0.00004284286,0.0001060427,0.0003264082,0.0006899587,0.0002877956,0.00008797421,0.0002511018,0.00001907995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009144363,"about_ca_system_score_gemma":0.0001768454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007334547,"about_ca_topic_score_gemma":0.0004558505,"domain_scores_codex":[0.9982911,0.000415819,0.0003892038,0.00005000453,0.0006004667,0.0002533825],"domain_scores_gemma":[0.9982502,0.0005480745,0.0005066165,0.0001015883,0.0005382439,0.00005527184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004179542,0.00005827113,0.3491195,0.00001398517,0.0007305662,0.000004060179,0.6116667,0.000003872512,0.000505899,0.004043422,0.01586344,0.01794846],"study_design_scores_gemma":[0.000275223,0.0001086087,0.5001645,0.00007888026,0.0001759367,0.000003332604,0.4699084,4.49538e-7,0.0002726258,0.00854634,0.02031031,0.0001554277],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792314,0.002239207,0.000009656515,0.00675529,0.0004058891,0.000166933,7.63972e-7,0.000008642303,0.01118226],"genre_scores_gemma":[0.9961255,0.00170955,0.00008773724,0.0001189918,0.0004226288,0.000003567511,6.241343e-8,0.000005770693,0.001526151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151045,"threshold_uncertainty_score":0.6645768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08524128630401606,"score_gpt":0.3560719113350495,"score_spread":0.2708306250310334,"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."}}