{"id":"W2746588473","doi":"10.1016/j.soscij.2017.07.011","title":"Job satisfaction in Cascadia: A comparison of British Columbia, Oregon, and Washington civil servants","year":2017,"lang":"en","type":"article","venue":"The Social Science Journal","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Job satisfaction; Civil servants; Government (linguistics); Political science; Democracy; Individualism; Public administration; General Social Survey; Sociology; Social psychology; Psychology; Law; Social science","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":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005465335,0.00003661021,0.0001367767,0.00004856218,0.007187562,0.00257773,0.0007384099,0.00006455954,0.00009783861],"category_scores_gemma":[0.001184407,0.00004209466,0.00003370439,0.0002953779,0.003152063,0.001171629,0.0001026482,0.0003571199,0.000001530172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405229,"about_ca_system_score_gemma":0.001058712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2365288,"about_ca_topic_score_gemma":0.781629,"domain_scores_codex":[0.9982137,0.000189802,0.0002226036,0.0001203521,0.0008637426,0.0003898128],"domain_scores_gemma":[0.9991921,0.00007208283,0.0002958139,0.00009854366,0.0001741945,0.0001672755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005058417,0.00002380075,0.9006176,0.000003284748,0.000003981184,0.000004881178,0.02072367,5.393232e-7,0.0003134242,0.002804117,0.003293232,0.07220642],"study_design_scores_gemma":[0.0001824821,0.0000226639,0.9824308,0.00002377068,0.000002708882,0.00001081743,0.01143075,0.00004633603,0.00001466196,0.004325422,0.001458053,0.00005152671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684981,0.00003457511,0.000004117325,0.005905107,0.0001963004,0.00009340258,0.000006387664,0.000005157713,0.02525688],"genre_scores_gemma":[0.9986813,0.0001173183,0.00001736697,0.00006120991,0.0003117837,0.000001826845,7.394181e-8,0.000002346873,0.0008067574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451002,"threshold_uncertainty_score":0.9995608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0664749035737319,"score_gpt":0.4324938082612472,"score_spread":0.3660189046875153,"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."}}