{"id":"W2771579918","doi":"10.1111/capa.12246","title":"Understanding governance in the digital era: An agenda for public administration research in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Public administration; Corporate governance; Political science; Management; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00444603,0.0001661786,0.0001734802,0.0003583167,0.00358719,0.005874444,0.001644848,0.0001875752,0.000140398],"category_scores_gemma":[0.004865601,0.0001671195,0.00004461919,0.0007387769,0.0005641215,0.003419874,0.00003080967,0.0005720147,0.000006401119],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005761541,"about_ca_system_score_gemma":0.0998971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8847739,"about_ca_topic_score_gemma":0.9999698,"domain_scores_codex":[0.9958949,0.0005306659,0.0004515073,0.0004876475,0.001193595,0.001441671],"domain_scores_gemma":[0.9974037,0.0005892342,0.0002002986,0.0006783617,0.0002676449,0.0008607903],"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":[0.00001995802,0.00006144782,0.01348756,0.00001090228,0.00000485807,0.00008000161,0.000509373,2.669735e-7,0.000001739754,0.9727448,0.007300468,0.005778608],"study_design_scores_gemma":[0.0008058378,0.0003063187,0.05899609,0.00003579413,0.000002588771,0.00001494635,0.02665786,0.0008217368,0.0000154307,0.01942004,0.8924949,0.0004284384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.167371,0.00002362016,0.0001515352,0.6846958,0.0004355192,0.001684388,0.0006593504,0.00002306349,0.1449558],"genre_scores_gemma":[0.9977428,0.0000199868,0.00002637236,0.0006071371,0.000416278,0.0002422193,0.0002605119,0.00001590295,0.0006688462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9533248,"threshold_uncertainty_score":0.9980552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4559713804840929,"score_gpt":0.4493336481405429,"score_spread":0.006637732343549974,"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."}}