{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002164222,0.00007261858,0.0001296467,0.0009037438,0.001177114,0.0009084879,0.0003276018,0.0002699456,0.002122955],"category_scores_gemma":[0.00232816,0.00008029968,0.0001644606,0.001219871,0.0006243218,0.001104087,0.001018073,0.0005331915,0.0002469393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006162863,"about_ca_system_score_gemma":0.0006626896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02425284,"about_ca_topic_score_gemma":0.05151684,"domain_scores_codex":[0.9993684,0.0002457301,0.00003041455,0.00006925035,0.000133924,0.0001523469],"domain_scores_gemma":[0.9981878,0.0004855341,0.0006584741,0.0001424092,0.0003401641,0.0001855511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112424,0.00008886251,0.8116096,0.00008390666,0.000041017,0.0001254731,0.1479555,0.00004043319,0.0007509336,0.002156399,0.001713608,0.0353231],"study_design_scores_gemma":[0.000002658164,0.00004251197,0.7443842,0.00006401601,0.00001269509,0.00008737193,0.249769,0.00007545015,0.0001456883,0.0002167233,0.005191979,0.000007733172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972582,0.0001132333,0.00005605298,0.0001481144,0.000007112344,0.000004305207,0.00006453782,6.074058e-7,0.002347837],"genre_scores_gemma":[0.9991837,0.0001598758,0.0000490716,0.0000747371,0.00000440454,0.00001064085,0.00008306297,0.000001656059,0.0004328179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02425284,"threshold_uncertainty_score":0.04822332,"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."}}