{"id":"W2966749929","doi":"10.6000/1929-7092.2019.08.46","title":"Monitoring and Evaluation Preparedness of Public Sector Institutions in South Africa","year":2019,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Public sector; Business; Economic growth; Development economics; Political science; Economics; Economy","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":[0.003951113,0.00004989348,0.0002229624,0.00009507815,0.00005497727,0.00007240394,0.000171184,0.00004833223,0.00005843467],"category_scores_gemma":[0.0009328171,0.00004403117,0.00006143657,0.0002075909,0.00007328646,0.0004215175,0.00001803417,0.00009102519,0.000009305849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290215,"about_ca_system_score_gemma":0.001504187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003822248,"about_ca_topic_score_gemma":0.0001511884,"domain_scores_codex":[0.9988661,0.0002892003,0.0004586531,0.00007858041,0.0001680904,0.0001393144],"domain_scores_gemma":[0.9991625,0.0000562004,0.0004291419,0.00008479632,0.0001468673,0.0001205093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001278686,0.0005156165,0.3484371,0.0002331457,0.0001053007,0.000002882842,0.03192403,0.001152603,0.00005899323,0.4185948,0.0007103189,0.1981373],"study_design_scores_gemma":[0.001772356,0.0004081805,0.05920158,0.0006479364,0.00003635402,0.000008530436,0.008061934,0.0005436696,0.00003618602,0.006162963,0.9228629,0.0002573463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656278,0.002487883,0.000006854103,0.0006154283,0.000287901,0.0002658897,0.0000112104,0.000001601627,0.0306954],"genre_scores_gemma":[0.995995,0.003688321,0.0001195387,0.00001835156,0.0001292871,0.000003858134,3.678086e-7,0.000001358147,0.00004385715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9221526,"threshold_uncertainty_score":0.2668363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.282016222963262,"score_gpt":0.4528357984164966,"score_spread":0.1708195754532346,"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."}}