{"id":"W2278227847","doi":"10.1017/gov.2015.21","title":"Rules, Prudence and Public Value: Public Servants and Social Media in Comparative Perspective","year":2015,"lang":"en","type":"article","venue":"Government and Opposition","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Griffith University; University of Tasmania","keywords":"Public value; Social media; Prudence; Government (linguistics); Perspective (graphical); Public relations; Public service; Value (mathematics); Sociology; Political science; Public administration; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006328403,0.0002795636,0.0003495351,0.004577468,0.008831217,0.01447396,0.0008919223,0.002886998,0.004364762],"category_scores_gemma":[0.01114624,0.0002400354,0.0001919317,0.005359207,0.05081677,0.01179212,0.00477828,0.002132992,0.0001501047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009849489,"about_ca_system_score_gemma":0.0043776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0249431,"about_ca_topic_score_gemma":0.03101597,"domain_scores_codex":[0.9914154,0.006378979,0.0001509457,0.0002510641,0.0008774465,0.00092614],"domain_scores_gemma":[0.9890689,0.00893167,0.0008067076,0.0003104655,0.0004648366,0.0004174493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002040929,0.00002666844,0.002630057,0.00007941962,0.000006955809,0.0003623755,0.2176386,0.0001376786,0.00007177347,0.7704812,0.000769062,0.007775868],"study_design_scores_gemma":[0.00001144193,0.00005243334,0.01030743,0.0005111188,0.00001477599,0.0003397432,0.7663352,0.0003582374,0.0001738112,0.1374446,0.0844297,0.00002141562],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3755727,0.00607567,0.002335377,0.0172948,0.0001509548,0.00003596745,0.00003426672,0.00000924676,0.5984909],"genre_scores_gemma":[0.9971559,0.0008554064,0.000146537,0.0002312099,0.00002106855,0.00001063391,0.000005432981,0.000003682869,0.00157011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0249431,"threshold_uncertainty_score":0.07146341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09443960022234732,"score_gpt":0.3203700468338349,"score_spread":0.2259304466114875,"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."}}