{"id":"W2128933057","doi":"10.1111/j.1754-7121.2011.00171.x","title":"Assessing policy capacity in Canada's public services: Perspectives of deputy and assistant deputy ministers","year":2011,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Political science; Public administration; Public service; Government (linguistics); Politics; Public policy; State (computer science); Management; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006007584,0.0001350752,0.0001879139,0.0004132326,0.0004356652,0.000256439,0.0002386079,0.0001170319,0.00009939302],"category_scores_gemma":[0.0002933425,0.0001552904,0.00003194964,0.0006560257,0.0002804906,0.0009714439,0.000009677037,0.0001887468,6.672136e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861252,"about_ca_system_score_gemma":0.03241522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965014,"about_ca_topic_score_gemma":0.9999791,"domain_scores_codex":[0.9982432,0.0002890721,0.0002977888,0.0002761393,0.0002804913,0.000613326],"domain_scores_gemma":[0.9986925,0.00006584914,0.0001033592,0.0001533323,0.000151093,0.0008338789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001127997,0.00006577071,0.5677217,0.00008401759,0.00003845942,0.00004134275,0.0561279,2.049064e-7,0.0000568592,0.3665771,0.00004740465,0.009228003],"study_design_scores_gemma":[0.0003283044,0.00005698103,0.7984588,0.00004296605,0.00001308792,0.00001039187,0.1784371,0.00009352482,0.0000697186,0.0006792658,0.02147321,0.0003366517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446943,0.00006614451,0.00006910846,0.01262648,0.00007040162,0.0001610351,0.00004739204,0.00001830582,0.04224684],"genre_scores_gemma":[0.999263,0.00001695052,0.0002125545,0.0003449873,0.00008555524,0.000009916302,0.00001402554,0.00001121042,0.00004177573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3658978,"threshold_uncertainty_score":0.9730701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09940662380613027,"score_gpt":0.2997429657656107,"score_spread":0.2003363419594804,"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."}}