{"id":"W2183834167","doi":"10.5539/jms.v5n4p86","title":"The Influences Impacting Staff Turnover in Higher Education","year":2015,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Higher education; Productivity; Turnover; Institution; Public relations; Work (physics); Phenomenon; Ethnic group; Demographic economics; Psychology; Business; Medical education; Political science; Management; Economic growth; Economics; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002232557,0.0001381691,0.0002743498,0.0008210771,0.00103464,0.002217558,0.0003985467,0.0004125632,0.001804398],"category_scores_gemma":[0.004654942,0.0001355638,0.0004462656,0.001417272,0.000752863,0.0006642127,0.001124538,0.0006010832,0.0002126238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937519,"about_ca_system_score_gemma":0.003311357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123424,"about_ca_topic_score_gemma":0.01898378,"domain_scores_codex":[0.9974357,0.001188214,0.0001512143,0.0001231306,0.0006691062,0.0004326341],"domain_scores_gemma":[0.9945438,0.002220713,0.00182562,0.00007583534,0.0007707746,0.0005632856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003027213,0.0003026807,0.6231704,0.005262746,0.0004980086,0.001689998,0.0184365,0.001612054,0.001359012,0.006828928,0.009464856,0.331072],"study_design_scores_gemma":[0.00001043442,0.0002230218,0.9322575,0.002338594,0.0002411754,0.000737796,0.02501363,0.0003599072,0.0008071736,0.002288214,0.03566455,0.00005793952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8487597,0.1227429,0.0007384386,0.008601586,0.0005564886,0.00003431039,0.0002251503,0.00001771515,0.0183237],"genre_scores_gemma":[0.9539236,0.04334123,0.0002900767,0.0008382255,0.000227117,0.0000135504,0.00008015944,0.000007069685,0.001278997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123424,"threshold_uncertainty_score":0.02233768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100043158630783,"score_gpt":0.4107999193106323,"score_spread":0.3697994877243244,"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."}}