{"id":"W2513710671","doi":"10.1111/gove.12224","title":"Promiscuously Partisan? Public Service Impartiality and Responsiveness in Westminster Systems","year":2016,"lang":"en","type":"article","venue":"Governance","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Griffith University","keywords":"Impartiality; Treasury; Public administration; Politics; Government (linguistics); Agency (philosophy); Political science; Public service; Limelight; Law; Sociology; Public relations; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005516918,0.0001605042,0.0002081453,0.001519727,0.01092531,0.01105076,0.0005890732,0.001167494,0.005398347],"category_scores_gemma":[0.008219759,0.0004513838,0.0001345264,0.001946961,0.02588039,0.004289071,0.005513592,0.001852185,0.0004230138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01696346,"about_ca_system_score_gemma":0.00587419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1346105,"about_ca_topic_score_gemma":0.1931652,"domain_scores_codex":[0.9926363,0.003745978,0.0001837211,0.0004415563,0.00044881,0.00254356],"domain_scores_gemma":[0.9954624,0.001869705,0.0010778,0.0003317742,0.0003525546,0.0009058973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005426729,0.00002135202,0.02379345,0.00006197318,0.00001628182,0.0007838576,0.7984304,0.0001589729,0.0004665162,0.1620441,0.002988847,0.01117991],"study_design_scores_gemma":[0.00001313815,0.00006519845,0.1021413,0.0002557813,0.00002078138,0.000424014,0.691414,0.0004355512,0.0006857431,0.02072438,0.183752,0.00006816572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826298,0.001021563,0.0006466586,0.01186024,0.0000486129,0.00002319341,0.00002825138,0.00001792186,0.1037238],"genre_scores_gemma":[0.9977534,0.0001457364,0.00002524918,0.0002443653,0.000008492289,0.000002915396,0.000003033892,0.000005321733,0.001811434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346105,"threshold_uncertainty_score":0.2676539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04107638212573457,"score_gpt":0.2735920957173001,"score_spread":0.2325157135915656,"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."}}