{"id":"W2975477862","doi":"10.33915/etd.2264","title":"Exploring career satisfaction, burnout, and compassion fatigue as indicators of the quality of career engagement of public school educators","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compassion fatigue; Burnout; Compassion; Psychology; Clinical psychology; Life satisfaction; Nova scotia; Social psychology; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001511706,0.0002661938,0.0005643864,0.0004389135,0.0001364497,0.00002605645,0.0003036443,0.0002682722,0.002861607],"category_scores_gemma":[0.0004726624,0.0001942173,0.0001920652,0.0004267251,0.0000731887,0.0002855626,0.0000595569,0.0005793674,0.000007825623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005827999,"about_ca_system_score_gemma":0.0002797687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01202906,"about_ca_topic_score_gemma":0.003415711,"domain_scores_codex":[0.9967664,0.0007055333,0.001124346,0.0003991321,0.0007893813,0.0002151508],"domain_scores_gemma":[0.9971167,0.0004058627,0.001203792,0.0007174453,0.0004328356,0.000123307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003350268,0.0006071906,0.5001559,0.001345824,0.000778463,6.156221e-7,0.06717425,0.0000151934,0.002084573,0.007377337,0.002503804,0.4176218],"study_design_scores_gemma":[0.0004593033,0.00008482373,0.9027236,0.0002567138,0.0001400453,0.000001003318,0.08801749,0.000001400614,0.002218955,0.00005257562,0.005833515,0.0002105377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814262,0.002149366,0.00001399257,0.0003020346,0.001920091,0.0004454359,0.0000259252,0.00001904523,0.01369794],"genre_scores_gemma":[0.9968348,0.001561255,0.00009249651,0.00003187393,0.00008653143,0.00006658438,0.00009053541,0.0000330871,0.001202814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4174113,"threshold_uncertainty_score":0.9980499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2084926330838932,"score_gpt":0.4039507042981652,"score_spread":0.1954580712142719,"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."}}