{"id":"W2902724323","doi":"10.1111/dpr.12416","title":"Conditional cash transfers: A critical review","year":2018,"lang":"en","type":"review","venue":"Development Policy Review","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cash transfers; Poverty; Conditional cash transfer; Social protection; Process (computing); Work (physics); Inequality; Public economics; Political science; Cash; Public relations; Business; Economics; Economic growth; Finance; Computer science; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00231149,0.0006277389,0.002539575,0.0001998137,0.001019217,0.00009759666,0.001011051,0.0003238513,0.004791151],"category_scores_gemma":[0.001988757,0.0005257659,0.0008215971,0.001320343,0.0005162615,0.0002554489,0.00005046425,0.0003879957,0.00311008],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008470034,"about_ca_system_score_gemma":0.01644235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117365,"about_ca_topic_score_gemma":0.0002631044,"domain_scores_codex":[0.9947301,0.001179102,0.001607831,0.0007062617,0.0009430447,0.0008336463],"domain_scores_gemma":[0.9978276,0.0003944323,0.0003356875,0.0005162564,0.0003803968,0.0005456],"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":[1.454116e-7,0.00004927391,3.111791e-7,0.2299734,0.00007500666,0.000002751017,0.0003631614,1.248273e-10,2.188881e-10,0.02095972,0.2220576,0.5265186],"study_design_scores_gemma":[0.00002829915,0.000007487855,0.000002278218,0.3189282,0.0005672628,0.00002601478,0.000009589367,1.940649e-9,1.151821e-8,0.0001992921,0.6798025,0.00042904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.42745e-9,0.9369454,0.0000149754,0.01385156,0.0004586639,0.002135726,0.0001653801,0.00009845128,0.04632984],"genre_scores_gemma":[5.139599e-8,0.975965,0.0004030636,0.01628318,0.002013774,0.0007054147,0.001011898,0.00005724595,0.003560368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5260896,"threshold_uncertainty_score":0.9997194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168873621723045,"score_gpt":0.446564613981378,"score_spread":0.3296772518090735,"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."}}