{"id":"W620783283","doi":"10.4337/9781849802031","title":"International Handbook of Public Management Reform","year":2009,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public management; Political science; Public administration; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003753419,0.0002956505,0.0004059287,0.0008906412,0.0004791048,0.003066561,0.002502296,0.0006427743,0.0009846102],"category_scores_gemma":[0.0007334453,0.0003011705,0.0002731812,0.0001431673,0.0005742968,0.001489708,0.0003668502,0.0009131143,0.00007073476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537359,"about_ca_system_score_gemma":0.003238025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005888441,"about_ca_topic_score_gemma":0.0009164343,"domain_scores_codex":[0.9953565,0.0002374046,0.0006793623,0.0005160647,0.002422608,0.0007880848],"domain_scores_gemma":[0.9976909,0.000136341,0.0005110923,0.0005516571,0.0006391444,0.0004709249],"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":[0.00000730412,0.0000308307,0.000002928012,0.00003252806,0.0001195696,0.00001542461,0.0008188655,9.047807e-8,0.000001679974,0.5509696,0.3475036,0.1004976],"study_design_scores_gemma":[0.0002924926,0.00003962632,0.00002952893,0.0002384868,0.00001861848,0.000002039875,0.000400527,0.000003433854,0.00002177037,0.04265985,0.9560241,0.0002695875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005066075,0.0001288165,0.000155373,0.01020996,0.0007840088,0.0004667034,0.00006571189,0.0001935097,0.9879909],"genre_scores_gemma":[0.001616948,0.0002718826,0.0008244718,0.0008305956,0.002185125,0.00003934694,0.0002686761,0.00003821088,0.9939247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6085204,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06473341238437413,"score_gpt":0.3480860317313673,"score_spread":0.2833526193469931,"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."}}