{"id":"W4281293929","doi":"10.1111/dpr.12651","title":"Improving pathways for girls and disadvantaged youth through secondary education and into work: Evidence and reflections from practice","year":2022,"lang":"en","type":"article","venue":"Development Policy Review","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mastercard Foundation","funders":"","keywords":"Disadvantaged; Portfolio; Work (physics); Economic growth; Entrepreneurship; Public relations; General partnership; Livelihood; Political science; Sociology; Business; Economics; Engineering","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":[0.05553397,0.0005312625,0.001230683,0.002195979,0.003022741,0.006877678,0.003118234,0.002789107,0.008150087],"category_scores_gemma":[0.07591397,0.0005836833,0.001317472,0.003112571,0.00655272,0.003710112,0.008828805,0.005501069,0.000670508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008630377,"about_ca_system_score_gemma":0.03807623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02023035,"about_ca_topic_score_gemma":0.03073279,"domain_scores_codex":[0.976108,0.0157719,0.002066371,0.001398143,0.002473825,0.002181752],"domain_scores_gemma":[0.9121614,0.07249422,0.003505511,0.002041162,0.006012031,0.003785752],"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":[0.0003872682,0.001346862,0.02132867,0.04336036,0.0003823376,0.0006394516,0.1213429,0.0003647772,0.0004618604,0.02231826,0.02272218,0.765345],"study_design_scores_gemma":[0.0004502588,0.002107689,0.04114715,0.3730445,0.0006662693,0.0005522861,0.282187,0.0002688082,0.001491541,0.009781219,0.2881695,0.0001338562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2664135,0.3400888,0.003926858,0.30446,0.005560929,0.003038632,0.001373632,0.0001002802,0.07503743],"genre_scores_gemma":[0.7137641,0.2377551,0.01077308,0.0308891,0.000821765,0.002438092,0.0003052734,0.0001096527,0.003143779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05553397,"threshold_uncertainty_score":0.2936953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08066754758195373,"score_gpt":0.3976600301066629,"score_spread":0.3169924825247092,"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."}}