{"id":"W4384076506","doi":"10.5093/jwop2023a7","title":"Heavy Work Investment, Workaholism, Servant Leadership, and Organizational Outcomes: A Study among Italian Workers","year":2023,"lang":"en","type":"article","venue":"Journal of Work and Organizational Psychology","topic":"Workaholism, burnout, and well-being","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Work engagement; Servant leadership; Psychology; Organizational citizenship behavior; Social psychology; Path analysis (statistics); Work (physics); Applied psychology; Organizational commitment; Leadership style; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001030345,0.0004432875,0.0007219592,0.000747088,0.0003819488,0.0001592983,0.0004217419,0.0003577094,0.001002869],"category_scores_gemma":[0.0002768623,0.0003891802,0.0001079077,0.003489031,0.0003751326,0.0002873951,0.0001468063,0.000709932,0.0001702042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006182252,"about_ca_system_score_gemma":0.0001003617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008468541,"about_ca_topic_score_gemma":0.000009884908,"domain_scores_codex":[0.9965915,0.0004473113,0.00112304,0.0006162579,0.0005521729,0.0006697375],"domain_scores_gemma":[0.9977022,0.0004727076,0.0006345954,0.0003735316,0.0003817845,0.0004351313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003003242,0.000472091,0.9538725,0.00001296401,0.0005441354,0.0002656405,0.009956479,0.00004848559,0.00001081911,0.002355593,0.03168146,0.0004795245],"study_design_scores_gemma":[0.002912628,0.000290622,0.9815547,0.0001228222,0.0001562604,0.0001986913,0.00886421,0.000002106308,0.000003490976,0.003702761,0.001815627,0.000376061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842167,0.0006906017,0.0002594414,0.01040836,0.002452296,0.0003955232,0.000006936207,0.0001129539,0.00145717],"genre_scores_gemma":[0.9907209,0.0001050956,0.0003443059,0.004641582,0.0008046204,0.00001029326,0.0000423706,0.0001248083,0.003206012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02986583,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946161928689314,"score_gpt":0.3204543618391072,"score_spread":0.2809927425522141,"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."}}