{"id":"W4289547140","doi":"10.2139/ssrn.4160846","title":"Governance and Public Service Accountability in Canada – Rethinking Reform","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Nova Scotia; Dalhousie University","funders":"","keywords":"Accountability; Public administration; Corporate governance; Public service; Political science; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01630054,0.0004472166,0.001015149,0.003648135,0.02230607,0.02234867,0.003634503,0.009104452,0.008939298],"category_scores_gemma":[0.05072382,0.0006071783,0.0009001375,0.006833747,0.02179463,0.006673769,0.006765671,0.009529828,0.0003668016],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3277202,"about_ca_system_score_gemma":0.5496296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957717,"about_ca_topic_score_gemma":0.9964372,"domain_scores_codex":[0.9776834,0.004003113,0.0004711262,0.001797486,0.006281024,0.00976376],"domain_scores_gemma":[0.9601445,0.01048122,0.00178048,0.002327783,0.01751174,0.007754152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001114442,0.0001004097,0.01365604,0.0001350731,0.00005960605,0.000162186,0.01294419,0.00314514,0.0003066866,0.8852763,0.04926972,0.0348333],"study_design_scores_gemma":[0.0003070467,0.000130751,0.1169826,0.001014604,0.0003391815,0.0000637301,0.03393261,0.009663086,0.001493592,0.2432503,0.5924085,0.0004138607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2098125,0.007292969,0.004049795,0.5675569,0.001191879,0.0001769791,0.0006390753,0.0001663502,0.2091136],"genre_scores_gemma":[0.9564742,0.001425651,0.001187613,0.01696065,0.0002694834,0.00004862333,0.00009236576,0.00006042632,0.02348096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6722798,"threshold_uncertainty_score":0.7797493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930119806093062,"score_gpt":0.3179706492340107,"score_spread":0.2886694511730801,"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."}}