{"id":"W7014405918","doi":"","title":"Policy Consultancy in Comparative Perspective: Patterns, Nuances and Implications of the Contractor State","year":2020,"lang":"en","type":"book","venue":"NOVA (University of Newcastle Australia)","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Politics; Public policy; Phenomenon; Field (mathematics); Human resources; Policy analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005613322,0.0002421781,0.0004230499,0.00691305,0.006290921,0.01239969,0.001258202,0.001594137,0.01041692],"category_scores_gemma":[0.02095158,0.0002729508,0.0001881091,0.02448308,0.01015613,0.009658104,0.004927754,0.0018827,0.0006256117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009154442,"about_ca_system_score_gemma":0.003910377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532351,"about_ca_topic_score_gemma":0.0286963,"domain_scores_codex":[0.9901192,0.007149708,0.0001426168,0.0003782475,0.00160823,0.0006020741],"domain_scores_gemma":[0.983879,0.01304518,0.0009162458,0.0005246741,0.001017917,0.0006169943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003216968,0.00002225472,0.004616571,0.0002780598,0.000007763392,0.0005309879,0.1883276,0.0001397663,0.0001753433,0.7124203,0.02406709,0.06938218],"study_design_scores_gemma":[0.000007171056,0.00003099875,0.02605306,0.001588253,0.0000142486,0.001345139,0.2833219,0.0009332872,0.0002026273,0.09411544,0.5923638,0.00002406149],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1011385,0.02275892,0.004633979,0.01546856,0.0002215191,0.00004284784,0.0002408701,0.00007662018,0.8554182],"genre_scores_gemma":[0.9314612,0.01291174,0.002862497,0.001721393,0.0001595973,0.0001165554,0.0003956567,0.0001385646,0.05023292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01532351,"threshold_uncertainty_score":0.06642044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2985550777851472,"score_gpt":0.4474038023280212,"score_spread":0.1488487245428741,"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."}}