{"id":"W2161753984","doi":"10.1093/heapol/czg044","title":"Decentralization in Zambia: resource allocation and district performance","year":2003,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; United States Agency for International Development","keywords":"Decentralization; Resource allocation; Business; Developing country; Economic growth; Economics; Development economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002002654,0.00005509505,0.0001113165,0.00007262662,0.00009834411,0.000007647825,0.000009843456,0.00003573255,0.000002960581],"category_scores_gemma":[0.00007120555,0.00004888915,0.000004591119,0.0001375234,0.00001349079,0.00003662624,0.000004896569,0.00008801247,0.000001228041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004642721,"about_ca_system_score_gemma":0.0001027925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007713942,"about_ca_topic_score_gemma":0.00001725853,"domain_scores_codex":[0.9994234,0.00004509011,0.0001542517,0.00009967601,0.0000639595,0.0002136408],"domain_scores_gemma":[0.9997324,0.0000219294,0.00004350781,0.00004392616,0.000009760941,0.0001484354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006342327,0.0000228628,0.9814805,0.0006599171,0.000002368619,0.000004875583,0.001672338,0.00004943398,0.000007581373,0.006419466,0.0007870217,0.008830251],"study_design_scores_gemma":[0.0006379714,0.0001254819,0.9464753,0.0003718781,0.000002451578,0.0001034823,0.0001931545,0.0004544991,0.00001817863,0.00009347932,0.05147836,0.00004575413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906945,0.0013925,0.00007240232,0.005220855,0.00002097832,0.0001429201,0.0000023577,0.00001403706,0.002439408],"genre_scores_gemma":[0.9915423,0.001270697,0.0001291168,0.006888747,0.00007029722,0.000002076357,0.00001575207,0.000003968169,0.00007699081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05069134,"threshold_uncertainty_score":0.1993642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696526678139553,"score_gpt":0.342528893867018,"score_spread":0.3155636270856225,"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."}}