{"id":"W2114765583","doi":"","title":"Service delivery indicators: Pilot in education and health care in Africa","year":2011,"lang":"en","type":"article","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HEC Montréal; Consortium pour la recherche économique en Afrique; Stockholms Universitet; World Bank Group","keywords":"Business; Service (business); Health services; Service delivery framework; Health care; Environmental health; Medicine; Nursing; Economic growth; Population; Marketing; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008970794,0.0002332033,0.0003084443,0.0009583739,0.0005021578,0.00009141696,0.0004639765,0.0001658808,0.0004321131],"category_scores_gemma":[0.00006199288,0.0002533848,0.00004095324,0.002341458,0.000116948,0.0005971697,0.00006604382,0.0002779075,0.000114668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005923562,"about_ca_system_score_gemma":0.002182787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08460027,"about_ca_topic_score_gemma":0.2583547,"domain_scores_codex":[0.9975004,0.0004387715,0.0004784694,0.0005279821,0.0003842194,0.0006701345],"domain_scores_gemma":[0.9988884,0.00007002415,0.000221884,0.0003500512,0.0001275606,0.0003420313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007182377,0.001437144,0.2586017,0.0003208209,0.00001868283,0.000006762286,0.63766,0.000001488259,0.0000164025,0.009318276,0.01133689,0.08121005],"study_design_scores_gemma":[0.0007041364,0.0001759473,0.7680182,0.0002337366,0.00001175113,0.000003097546,0.1160634,0.000004156067,0.00002055724,0.001195407,0.1131397,0.000429927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688082,0.01793097,0.000007944757,0.004281539,0.0009103442,0.0009307446,0.00004758031,0.00008325498,0.1069994],"genre_scores_gemma":[0.994019,0.002978699,0.0003019684,0.001633563,0.000315542,0.00008468108,0.00004545881,0.0000286924,0.0005924391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5215966,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358715481999878,"score_gpt":0.283464656847271,"score_spread":0.2498775020272722,"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."}}