{"id":"W3033367965","doi":"","title":"Examining career plateau in the public service","year":2020,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plateau (mathematics); Public service; Geography; Political science; Public relations; Mathematics","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":[0.0006711754,0.0001550945,0.0002256495,0.0004484275,0.0009136893,0.0003506078,0.0004467572,0.0002166732,0.0002488626],"category_scores_gemma":[0.000224838,0.000161511,0.00003874075,0.001260922,0.00006345237,0.0006408481,0.0001265211,0.001288753,0.0001115861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006851838,"about_ca_system_score_gemma":0.0001378058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269889,"about_ca_topic_score_gemma":0.002115978,"domain_scores_codex":[0.9982337,0.0001447234,0.0001620657,0.0003578516,0.0008289442,0.0002727646],"domain_scores_gemma":[0.9986431,0.0001928813,0.000180126,0.000163624,0.0007862081,0.00003403474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006892774,0.000286453,0.9241948,0.002455169,0.000194853,0.0007109031,0.03616136,0.00004646678,0.009608863,0.01005156,0.008773074,0.006827217],"study_design_scores_gemma":[0.0007009902,0.00007222724,0.5843109,0.0001847878,0.00005774331,0.000006311421,0.1100988,0.0003681086,0.0000236269,0.0001025532,0.3037794,0.0002945929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696524,0.0003495316,0.000006587553,0.001144465,0.0005623415,0.0002855032,0.000001483773,0.00006578527,0.02793194],"genre_scores_gemma":[0.9949719,0.00005214213,0.00002750675,0.00007010058,0.0005350282,0.000001321664,0.000328292,0.00002663988,0.003987107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3398839,"threshold_uncertainty_score":0.7027451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04946476151596122,"score_gpt":0.2602147174128349,"score_spread":0.2107499558968736,"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."}}