{"id":"W2472275778","doi":"10.1017/s0008423915000293","title":"Research Note: A Profile of Ministerial Policy Staff in the Government of Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Government (linguistics); Politics; Work (physics); Political science; Public administration; Prime minister; Public relations; Core (optical fiber); Prime (order theory); Executive branch; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00772141,0.00005822613,0.0001914904,0.0001193831,0.000208281,0.00005725552,0.001073735,0.00004653789,0.00003753027],"category_scores_gemma":[0.01066763,0.00004065512,0.00003575258,0.001074424,0.002702578,0.0001670613,0.0000314978,0.0002183771,8.061796e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003741774,"about_ca_system_score_gemma":0.0815464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949385,"about_ca_topic_score_gemma":0.9879479,"domain_scores_codex":[0.9946719,0.0003816121,0.0004435267,0.0001049964,0.003107478,0.001290459],"domain_scores_gemma":[0.9966623,0.0003571314,0.0001532018,0.000160071,0.0006150336,0.002052321],"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":[0.000008415042,0.00001934298,0.001522468,0.000007318811,0.000001004407,0.00003359285,0.003507768,0.000001699272,0.00008268227,0.9927343,0.001802555,0.0002788606],"study_design_scores_gemma":[0.001570176,0.001352084,0.5152465,0.0006144659,0.00001646894,0.00009260717,0.1368637,0.0000858906,0.004239746,0.05902685,0.2804408,0.0004506891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8431814,0.00004378297,0.000008776119,0.01638371,0.0004213458,0.000152955,0.0001148344,5.481916e-7,0.1396926],"genre_scores_gemma":[0.9990892,8.090162e-7,0.00006423602,0.0001447482,0.0004041851,0.000001483582,4.574328e-8,0.000002501212,0.0002928019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9337074,"threshold_uncertainty_score":0.9976659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06772296168634503,"score_gpt":0.378418744835752,"score_spread":0.3106957831494069,"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."}}