{"id":"W33656975","doi":"10.1080/15332640.2021.1885550","title":"Roles and wellness of human resource professionals","year":2007,"lang":"en","type":"dissertation","venue":"Journal of Ethnicity in Substance Abuse","topic":"Workaholism, burnout, and well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Health professionals; Resource (disambiguation); Medicine; Political science; Health care; Computer 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002223113,0.0003283655,0.0009542393,0.0007040671,0.000100498,0.00001957417,0.0004656631,0.0007125356,0.0002023093],"category_scores_gemma":[0.00005951139,0.0002946457,0.0002112754,0.0004385693,0.0001260644,0.0001696142,0.000008836931,0.00167497,0.000005621953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000768664,"about_ca_system_score_gemma":0.00006893105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005630565,"about_ca_topic_score_gemma":0.001731278,"domain_scores_codex":[0.9966719,0.0003791322,0.001604352,0.0003019977,0.00063913,0.0004035468],"domain_scores_gemma":[0.9965214,0.0004959747,0.002170205,0.0003555294,0.000325637,0.0001312135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.006944791,0.002432262,0.04410771,0.001271966,0.0006663714,0.001683812,0.8872167,0.0001095853,0.01655546,0.004699629,0.008658554,0.02565315],"study_design_scores_gemma":[0.007447082,0.000725412,0.6998957,0.0197229,0.0004732267,0.0002030246,0.2300783,0.000003568853,0.02437594,0.009980127,0.005558785,0.001535897],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774014,0.0116343,0.000021856,0.00006200776,0.001080521,0.0002144433,0.000005759414,0.000009724156,0.009570014],"genre_scores_gemma":[0.9914892,0.001121529,0.00008976338,0.0001509167,0.000476483,0.000005400464,0.00003227423,0.00006397594,0.006570472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6571384,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266501843515488,"score_gpt":0.3804081900415997,"score_spread":0.3577431716064448,"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."}}