{"id":"W4413532573","doi":"10.64628/aam.q53gs57du","title":"Mentorship is key to improving social and economic outcomes for Black youth","year":2024,"lang":"en","type":"article","venue":"","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Mentorship; Key (lock); Political science; Sociology; Medicine; Computer science; Medical education; Computer security","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":[0.00422615,0.0003238018,0.0004159834,0.0006126434,0.007176824,0.003360612,0.001283178,0.001373905,0.02091233],"category_scores_gemma":[0.01045412,0.0001810785,0.0005328199,0.0004433053,0.0008835951,0.001831097,0.004391863,0.003678988,0.002047749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002885,"about_ca_system_score_gemma":0.01435232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337567,"about_ca_topic_score_gemma":0.06192147,"domain_scores_codex":[0.9977678,0.0008762642,0.00004131065,0.0001100124,0.000317761,0.0008868868],"domain_scores_gemma":[0.9821851,0.0008316911,0.001319865,0.0002952246,0.001846666,0.01352142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002305186,0.003868202,0.17418,0.000377862,0.0001433062,0.0005663689,0.009912504,0.0001137072,0.001363311,0.01154394,0.2181396,0.5795607],"study_design_scores_gemma":[0.0002393216,0.001221635,0.4560078,0.003100459,0.0003497808,0.000771989,0.06317647,0.0004066477,0.00213525,0.0201845,0.4522946,0.0001115769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5444502,0.009633919,0.002155506,0.3361631,0.006174859,0.0002586143,0.0006051437,0.0003054014,0.1002532],"genre_scores_gemma":[0.9027632,0.00739566,0.003938227,0.0194794,0.001908762,0.0003066207,0.0003241501,0.0001063189,0.06377761],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02091233,"threshold_uncertainty_score":0.06995869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06279997609086836,"score_gpt":0.3433085581435809,"score_spread":0.2805085820527126,"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."}}