{"id":"W2121333539","doi":"10.1002/pad.547","title":"Capacity development for education service delivery in Pakistan: Top‐down devolution","year":2009,"lang":"en","type":"article","venue":"Public Administration and Development","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Devolution (biology); Service delivery framework; Sustainability; Local government; Economic growth; Government (linguistics); Context (archaeology); Unit (ring theory); Public administration; Public sector; Politics; Service (business); Public service; Business; Economics; Political science; Sociology; Economy; Marketing; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.00148348,0.0001451144,0.0001421698,0.0002494078,0.0007972209,0.0003784461,0.0001800602,0.0001446742,0.00009759208],"category_scores_gemma":[0.0002344817,0.0001574062,0.0000197493,0.000471433,0.00007191679,0.0006297632,0.0000199166,0.000116553,0.00001655007],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004548788,"about_ca_system_score_gemma":0.01108139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001151293,"about_ca_topic_score_gemma":0.009852774,"domain_scores_codex":[0.998157,0.0001190321,0.000483236,0.0003272515,0.0004384091,0.0004751041],"domain_scores_gemma":[0.9989364,0.00009498761,0.0001145359,0.0001075132,0.0003985077,0.0003480637],"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":[0.00009881517,0.0009307994,0.006171681,0.0000644143,0.00001828965,0.000001453096,0.01631631,8.685821e-7,0.0001314771,0.4431204,0.002733522,0.5304119],"study_design_scores_gemma":[0.0004529036,0.00005771544,0.07983295,0.00002236818,0.000001793047,0.000003013728,0.003479861,0.00005234091,0.0006175464,0.001695271,0.9135286,0.0002557023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583927,0.0001354304,0.007341367,0.09842477,0.0003032133,0.001564356,0.00001259958,0.0001614185,0.03366413],"genre_scores_gemma":[0.9820863,0.00002795142,0.01419581,0.001988729,0.0001186788,0.0002028516,0.0001462706,0.000005343298,0.001228065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.910795,"threshold_uncertainty_score":0.9945248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0781386261834214,"score_gpt":0.3942685339021902,"score_spread":0.3161299077187688,"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."}}