{"id":"W2107401020","doi":"10.5539/ass.v7n7p102","title":"Key Performance Indicators (KPIs) in the Public Sector: A Study in Malaysia","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Performance indicator; Public sector; Government (linguistics); Performance measurement; Agency (philosophy); Process management; Business; Organizational performance; Marketing; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001340616,0.0001005703,0.000121329,0.0004139285,0.0005099695,0.0001810904,0.0007735844,0.00002852358,0.00003227253],"category_scores_gemma":[0.00005400946,0.00007243539,0.00002359896,0.003534574,0.0003604275,0.001332164,0.0001867009,0.0001603945,0.00007548249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005311065,"about_ca_system_score_gemma":0.00004676078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003184083,"about_ca_topic_score_gemma":0.0007543347,"domain_scores_codex":[0.9987697,0.00001430288,0.0001675315,0.0002485681,0.0003861346,0.0004137759],"domain_scores_gemma":[0.999723,0.000007255916,0.0001017404,0.0001324429,0.00003339026,0.000002185519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004181379,0.0001814131,0.8823434,0.00000934731,0.000001892145,0.00001128019,0.01965084,4.18688e-8,0.000006604612,0.04933468,0.0001533071,0.04830305],"study_design_scores_gemma":[0.000191283,0.00001381891,0.9897661,0.000009559773,0.00000342791,3.246325e-7,0.007423509,0.00001823088,0.000002365485,0.001505315,0.0009629534,0.0001030654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7793722,0.000006344555,9.506638e-7,0.0004960473,0.0001374312,0.0001929513,1.251082e-7,0.0000193936,0.2197746],"genre_scores_gemma":[0.999158,0.000002305236,0.000008816573,0.0005356768,0.0002285542,0.00003790216,3.353167e-7,0.00000514369,0.00002322639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2197859,"threshold_uncertainty_score":0.3922325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494202886406747,"score_gpt":0.2337375170998429,"score_spread":0.2087954882357754,"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."}}