{"id":"W2033370333","doi":"10.1111/j.1467-9299.2010.01842.x","title":"TOWARDS GLOBAL SCHOLARSHIP IN PUBLIC AFFAIRS","year":2010,"lang":"en","type":"article","venue":"Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Status quo; Scholarship; Public administration; Administration (probate law); Excellence; Public service; Political science; Nationalism; Sociology; Sovereignty; Politics; Law","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003473872,0.0001595815,0.0001605224,0.0002390863,0.000595456,0.001602334,0.0007437609,0.0003505236,0.002358498],"category_scores_gemma":[0.005849093,0.0001723785,0.00007649064,0.001581373,0.0005090613,0.002409276,0.00006429594,0.0006432083,0.0001502665],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369914,"about_ca_system_score_gemma":0.006956549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00041087,"about_ca_topic_score_gemma":0.07172593,"domain_scores_codex":[0.9968913,0.0003969552,0.0004051838,0.0003984756,0.001013442,0.0008946985],"domain_scores_gemma":[0.998382,0.0001083295,0.0001231066,0.0003367294,0.0003096327,0.0007402155],"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":[0.00001026702,0.0002061942,0.021879,0.000003772799,0.000005788802,0.00001036811,0.0002651845,5.046076e-8,0.0001763826,0.9553806,0.0004924175,0.02156999],"study_design_scores_gemma":[0.000678801,0.0001328323,0.122175,0.000005745065,0.000003978422,0.00001755299,0.002624928,0.00007616769,0.0002748629,0.05449775,0.8191043,0.000408128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2835732,0.000007686102,0.0002559259,0.1506133,0.0004291465,0.0003370392,0.00003297851,0.0001777196,0.564573],"genre_scores_gemma":[0.9973906,0.00001368612,0.0005878587,0.0003460295,0.0006084407,0.00008853464,0.0000700044,0.000009668802,0.0008852113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9008828,"threshold_uncertainty_score":0.9994341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08824151112287518,"score_gpt":0.4165040994268083,"score_spread":0.3282625883039331,"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."}}