{"id":"W4396712797","doi":"10.2139/ssrn.4815695","title":"As a Graduate Student, Work is All I Have: A Study on How the Dimensions of Workaholism Explain the Loneliness-to-Stress Relationship","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Workaholism, burnout, and well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Loneliness; Psychology; Graduate students; Work (physics); Stress (linguistics); Applied psychology; Social psychology; Pedagogy; Engineering; Philosophy","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006159006,0.000804621,0.0008053742,0.000546006,0.000791968,0.0005384228,0.002173942,0.0004579538,0.00006179004],"category_scores_gemma":[0.0002215662,0.0004468079,0.0006830182,0.0008471407,0.0001802096,0.00005957231,0.001134443,0.01615566,0.000427729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006786477,"about_ca_system_score_gemma":0.001222761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000303714,"about_ca_topic_score_gemma":0.0005920526,"domain_scores_codex":[0.9918343,0.001849234,0.001077443,0.001050672,0.00134042,0.002847891],"domain_scores_gemma":[0.9955679,0.001180192,0.0008231006,0.001934532,0.0002737422,0.0002205699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002260027,0.005124083,0.07335068,0.0001131114,0.01656551,0.0006921776,0.63936,0.004404614,0.00002256885,0.1828315,0.04850953,0.02676623],"study_design_scores_gemma":[0.002319839,0.001335518,0.08976746,0.002143353,0.002572132,0.0005788743,0.2299744,0.00002445631,0.00001997666,0.6665832,0.003401692,0.001279123],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425536,0.01001246,0.0004096227,0.03800725,0.00454702,0.002151093,0.00002907625,0.00009712428,0.002192748],"genre_scores_gemma":[0.9810386,0.001444043,0.000009834182,0.001090513,0.002154531,0.0003350676,0.00001452465,0.0001763851,0.01373646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4837517,"threshold_uncertainty_score":0.9997984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06525548598144076,"score_gpt":0.3710990034045954,"score_spread":0.3058435174231546,"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."}}