{"id":"W2916108370","doi":"10.1111/capa.12312","title":"Public servants’ appreciation for themes in public administration scholarship","year":2019,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Administration (probate law); Period (music); Political science; Public administration; Civil servants; Sociology; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01427931,0.000289496,0.0003555091,0.007259017,0.01537053,0.01318102,0.001284191,0.001620804,0.005071056],"category_scores_gemma":[0.02663913,0.0002565753,0.0002920832,0.008529019,0.0130383,0.003939031,0.008028143,0.002308649,0.0002752421],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04589195,"about_ca_system_score_gemma":0.05887222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4504451,"about_ca_topic_score_gemma":0.5379293,"domain_scores_codex":[0.9905036,0.003260822,0.0003048723,0.0003929907,0.003715992,0.001821723],"domain_scores_gemma":[0.970033,0.0110449,0.00418646,0.0007350668,0.006744632,0.007255918],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004451296,0.00002686671,0.02020397,0.0001479155,0.000008602486,0.0005796652,0.9205419,0.00004673361,0.0007352944,0.03461548,0.007268417,0.01578069],"study_design_scores_gemma":[0.000004860172,0.0000235703,0.01883809,0.000287747,0.000005786119,0.0001872129,0.8666464,0.0000868054,0.0001285085,0.003132099,0.1106363,0.00002254263],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670769,0.004326229,0.0007348419,0.0305641,0.0007183916,0.00006839963,0.0001537781,0.00004996946,0.09630737],"genre_scores_gemma":[0.9926522,0.0009017747,0.0002422945,0.0008111048,0.0001114935,0.00001563041,0.00003413508,0.00001503556,0.005216368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9857207,"threshold_uncertainty_score":0.8956464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445848705784316,"score_gpt":0.3735559389483812,"score_spread":0.2289710683699496,"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."}}