{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009006354,0.0001136211,0.0001754901,0.00004482623,0.002141894,0.0001040436,0.0001131528,0.00002932398,0.00004542849],"category_scores_gemma":[0.001211654,0.0001140981,0.00002126932,0.0003267136,0.00007935883,0.0007210679,0.00009194123,0.0001283474,0.000001282658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439218,"about_ca_system_score_gemma":0.002136923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005880824,"about_ca_topic_score_gemma":0.001069238,"domain_scores_codex":[0.9987912,0.0002684181,0.0002600744,0.0003078448,0.0001793678,0.0001930661],"domain_scores_gemma":[0.9991457,0.0003523465,0.0001954969,0.0001232499,0.00007814805,0.0001049849],"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":[0.00001436171,0.0001162488,0.002515323,0.0008500259,0.00003471292,1.968654e-7,0.2738502,6.354462e-8,0.00002456743,0.007393864,0.002461119,0.7127393],"study_design_scores_gemma":[0.0001104058,0.00001853976,0.008133228,0.0006612153,0.0000744041,0.000003838246,0.0218591,2.338672e-7,0.000008763277,0.002197745,0.9667426,0.0001898887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1060029,0.8222807,0.0003148084,0.05934468,0.0008252793,0.002522225,0.0001001968,0.0001000524,0.008509169],"genre_scores_gemma":[0.2937705,0.6439089,0.03785106,0.02101092,0.0007628764,0.001031484,0.0002525405,0.00003694972,0.001374718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9642815,"threshold_uncertainty_score":0.9991572,"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."}}