{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007334846,0.0001235552,0.0001717567,0.00003748935,0.000348815,0.0004120914,0.0001085829,0.0001013065,0.0000308154],"category_scores_gemma":[0.00009016721,0.0001210396,0.0000152692,0.0001505856,0.0003458145,0.001235147,0.0001162093,0.000110447,0.000004188904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005302577,"about_ca_system_score_gemma":0.0001005733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428737,"about_ca_topic_score_gemma":0.01466044,"domain_scores_codex":[0.9981827,0.0002259494,0.0001406144,0.0002764959,0.0008898115,0.000284387],"domain_scores_gemma":[0.9994037,0.0001501094,0.0001029676,0.00005190754,0.00008165227,0.000209668],"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":[0.00008978073,0.0001725465,0.1344187,0.00002163891,0.00003852819,0.000005906316,0.2145738,1.294202e-7,0.00009472098,0.6446244,0.00169724,0.004262498],"study_design_scores_gemma":[0.002043611,0.0001393236,0.255156,0.00004344833,0.00003430675,0.000003966002,0.7043864,0.0003446327,0.00004631845,0.02177085,0.01561433,0.0004168707],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545007,0.0007887278,0.00001092705,0.01635279,0.0001257175,0.000218254,0.00004729972,0.00002510808,0.02793046],"genre_scores_gemma":[0.9989191,0.0002848748,0.0001079817,0.0003395933,0.0001909318,0.00001681346,0.00001505559,0.0000051824,0.0001204596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6228536,"threshold_uncertainty_score":0.8180871,"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."}}