{"id":"W2591549822","doi":"10.1111/padm.12303","title":"Partisan advisers and political policy failure avoidance","year":2017,"lang":"en","type":"article","venue":"Public Administration","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Elite; Work (physics); Public administration; Control (management); Political science; Public relations; Economics; Management; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003929492,0.00007392484,0.00008372844,0.00005065765,0.001691601,0.0007610093,0.0002132333,0.00008857188,0.0001055987],"category_scores_gemma":[0.001343831,0.00007751724,0.00002819425,0.00005940225,0.0005135951,0.0007497438,0.00001888401,0.0001290681,0.00001906074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005277791,"about_ca_system_score_gemma":0.0006727833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698417,"about_ca_topic_score_gemma":0.006438611,"domain_scores_codex":[0.998953,0.0001079116,0.0001154644,0.0001709956,0.0002070606,0.0004455554],"domain_scores_gemma":[0.9992893,0.00005323919,0.00005036575,0.0001933682,0.00004593216,0.000367755],"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":[0.00000386018,0.0000153258,0.02665258,0.000004523114,0.000004164272,0.000001777834,0.001332183,3.390578e-8,0.00003895609,0.9657084,0.0001933549,0.006044851],"study_design_scores_gemma":[0.0005073668,0.0001239814,0.3458768,0.00001515182,0.00001496279,0.000008955009,0.004787466,0.00006548018,0.0002541088,0.02268666,0.6253417,0.0003173634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3142188,0.00001502414,0.0007265218,0.3774301,0.0001061521,0.0001642023,0.00001108392,0.0001125672,0.3072155],"genre_scores_gemma":[0.9977658,0.0000140452,0.0001338668,0.0004393308,0.000760139,0.00001238888,0.000005622499,0.000006403542,0.0008623351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9430217,"threshold_uncertainty_score":0.999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912756663661974,"score_gpt":0.3782934069858279,"score_spread":0.3391658403492081,"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."}}