{"id":"W3036044455","doi":"10.1177/0952076720929738","title":"The politics of senior bureaucratic turnover in the Westminster tradition: Trust and the choice between internal and external appointments","year":2020,"lang":"en","type":"article","venue":"Public Policy and Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Ottawa","funders":"Canada Research Chairs","keywords":"Bureaucracy; Politics; Public administration; Assertion; Public service; Government (linguistics); Political science; Sociology; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001522619,0.0001134904,0.0001503844,0.00006060173,0.0007844187,0.0007844536,0.0003002057,0.00007364783,0.00001116833],"category_scores_gemma":[0.001432004,0.00006270056,0.00003588336,0.0003083151,0.001432278,0.0004376846,0.00003923747,0.0002441476,9.819022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002515053,"about_ca_system_score_gemma":0.0005703403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500039,"about_ca_topic_score_gemma":0.001024755,"domain_scores_codex":[0.998143,0.0005821425,0.0003547845,0.0001754262,0.000434486,0.0003101187],"domain_scores_gemma":[0.9981852,0.001272059,0.0001481772,0.0001214576,0.00004997849,0.0002231395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004793165,0.00003834299,0.01443691,0.00002679104,0.00002472288,0.000002010609,0.01584052,6.746399e-8,0.00002268709,0.9634179,0.0002831215,0.005858933],"study_design_scores_gemma":[0.005757863,0.0009631458,0.5830373,0.00009278311,0.00008876143,0.0000903695,0.02416961,0.001098877,0.0002259953,0.1094261,0.2745617,0.0004875089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7327394,0.0001531364,0.00007785759,0.25653,0.0000277693,0.0003829056,0.00004741411,0.000009775063,0.01003171],"genre_scores_gemma":[0.9960055,0.0001704206,0.00001581823,0.002366668,0.001020687,0.00003319785,0.000008113043,0.000004642902,0.0003749058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8539919,"threshold_uncertainty_score":0.7564504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06995192254907401,"score_gpt":0.3737838719475947,"score_spread":0.3038319493985207,"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."}}