{"id":"W2872543545","doi":"10.1186/s40176-018-0121-y","title":"Jobs for Africa’s expanding youth cohort: a stocktaking of employment prospects and policy interventions","year":2018,"lang":"en","type":"article","venue":"IZA Journal of Development and Migration","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Department for International Development; International Development Research Centre; Inter-American Development Bank","keywords":"Underemployment; Psychological intervention; Youth unemployment; Unemployment; Wage; Work (physics); Labour economics; Population; Economic growth; Economics; Business; Sociology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006217129,0.0004851448,0.0004636368,0.001036683,0.002178026,0.002103374,0.001367493,0.001803846,0.01459091],"category_scores_gemma":[0.007346129,0.0002202348,0.0007130539,0.0007529746,0.0006045232,0.001304115,0.003787616,0.001581477,0.0003690517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004271662,"about_ca_system_score_gemma":0.01998613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02049406,"about_ca_topic_score_gemma":0.03609402,"domain_scores_codex":[0.9977354,0.0009411258,0.00005092959,0.00006638266,0.0001342315,0.00107186],"domain_scores_gemma":[0.9942412,0.001661862,0.0005188686,0.0001165603,0.0003917615,0.003069705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006454269,0.01550733,0.1138544,0.007574031,0.0006119665,0.002219894,0.01320615,0.007671487,0.005217208,0.03221552,0.05948308,0.7359847],"study_design_scores_gemma":[0.009861654,0.02580935,0.5633368,0.03150329,0.001899843,0.000593285,0.1045162,0.01383088,0.006827529,0.02001451,0.221466,0.0003405942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8410572,0.0120694,0.001972287,0.1120107,0.00183279,0.004083254,0.002784986,0.0001227203,0.02406677],"genre_scores_gemma":[0.9753399,0.006503022,0.003859761,0.006483454,0.0003778578,0.002784096,0.0004071643,0.00001319181,0.004231514],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02049406,"threshold_uncertainty_score":0.0488115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499921503775394,"score_gpt":0.2894969841316476,"score_spread":0.2395048337541082,"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."}}