{"id":"W1997631543","doi":"10.2190/a0eu-tf7u-ruyn-584x","title":"Retaining Black Students in Engineering: Do Minority Programs Have a Longitudinal Impact?","year":2002,"lang":"en","type":"article","venue":"Journal of College Student Retention Research Theory & Practice","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Academic achievement; African american; Psychology; Medical education; Test (biology); Quarter (Canadian coin); Underrepresented Minority; Mathematics education; Medicine; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006763989,0.0002320866,0.0004247016,0.001733924,0.00272724,0.002081316,0.001242376,0.001647451,0.00272674],"category_scores_gemma":[0.01265434,0.0004515843,0.0007456323,0.001710564,0.0007803526,0.002711945,0.001867238,0.002152249,0.0006324376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009119101,"about_ca_system_score_gemma":0.002810061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04449032,"about_ca_topic_score_gemma":0.07780961,"domain_scores_codex":[0.9981506,0.0005455517,0.00009728252,0.0002437133,0.0004303863,0.0005323669],"domain_scores_gemma":[0.9923529,0.0009634779,0.002818937,0.0005991412,0.001243438,0.002022167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001086627,0.0004306108,0.9924417,0.000009276009,0.00003319295,0.00004447481,0.001450359,0.000008715683,0.0000804034,0.00006188534,0.0001856898,0.005145013],"study_design_scores_gemma":[0.000004446753,0.0002875781,0.995158,0.00003308317,0.00003625237,0.00004638456,0.003649182,0.00007853974,0.00007582171,0.0000493958,0.0005730832,0.000008246714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976857,0.0005455301,0.00006046175,0.0006245557,0.00002716866,0.00002400426,0.0001861666,0.000003469588,0.0008430412],"genre_scores_gemma":[0.9979305,0.0004530142,0.0001299776,0.0002097532,0.0000307418,0.00003667335,0.0002831094,0.000004396458,0.0009219244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04449032,"threshold_uncertainty_score":0.08846277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053574292034385,"score_gpt":0.4960716715390656,"score_spread":0.390714242335627,"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."}}