{"id":"W4386805442","doi":"10.1080/14719037.2023.2254306","title":"Working 9 to 5? A cross-national analysis of public sector worker stereotypes","year":2023,"lang":"en","type":"article","venue":"Public Management Review","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Research Foundation; National Research Foundation of Korea; University of Oxford","keywords":"Public sector; Stereotype (UML); Context (archaeology); Political science; Job security; Perception; Demographic economics; Public relations; Sociology; Social psychology; Psychology; Economics; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003288677,0.0001029363,0.0003557897,0.0007592016,0.0002075372,0.0001827202,0.0005601567,0.00004894862,0.003964928],"category_scores_gemma":[0.0005244467,0.00009443427,0.0002602264,0.009042956,0.0001082646,0.0002031058,0.000189511,0.00006427684,0.0004151077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054533,"about_ca_system_score_gemma":0.00004204035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008847218,"about_ca_topic_score_gemma":0.0009323954,"domain_scores_codex":[0.9978963,0.0002937143,0.0004030239,0.0003090448,0.0006825934,0.0004153774],"domain_scores_gemma":[0.9991202,0.0001071818,0.0001615589,0.0002206023,0.0002481335,0.0001422655],"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":[0.000003305585,0.00009888415,0.07811637,0.0002992158,0.001827301,0.000003580017,0.001125357,0.000005222236,6.876726e-7,0.4555545,0.1491214,0.3138441],"study_design_scores_gemma":[0.0000558415,0.000007101994,0.08699803,0.000155896,0.000151152,3.194813e-8,0.0002538805,0.00001453741,4.124011e-8,0.0006946471,0.9115763,0.000092534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01366669,0.009175416,0.0006398397,0.08123241,0.001438959,0.001359911,0.00001143608,0.0003707797,0.8921046],"genre_scores_gemma":[0.9194165,0.0325762,0.0003383707,0.01020187,0.0003814078,0.0004325079,0.00009447823,0.0000214872,0.03653714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9057499,"threshold_uncertainty_score":0.9969456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804661928331121,"score_gpt":0.4376563090250045,"score_spread":0.2571901161918924,"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."}}