{"id":"W258828231","doi":"10.1093/oxfordhb/9780199211913.003.0012","title":"Work Hours, Work Intensity, and Work Addiction","year":2009,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Workaholism, burnout, and well-being","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Work (physics); Work Intensity; Autonomy; Psychology; Work schedule; Work–life balance; Addiction; Working time; Social psychology; Applied psychology; Political science; Psychiatry; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0001726048,0.0006240707,0.0006878559,0.0003533217,0.0003662284,0.0001010483,0.0005114849,0.0009483958,0.0002489825],"category_scores_gemma":[0.000005716473,0.0007402569,0.0002878987,0.00005047574,0.0003338182,0.00009668639,0.0003790165,0.001243311,0.00002229188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643427,"about_ca_system_score_gemma":0.00003549995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004733125,"about_ca_topic_score_gemma":0.000008894911,"domain_scores_codex":[0.9978332,0.00008032562,0.0002939367,0.0008950019,0.000301709,0.0005958275],"domain_scores_gemma":[0.9982998,0.0001154731,0.0003441644,0.0008123739,0.0001300148,0.0002981675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004281333,0.00009180309,0.001871873,0.00003579348,0.001407051,0.00208349,0.004719702,0.00001794532,0.00000111243,0.2989657,0.1356446,0.5508797],"study_design_scores_gemma":[0.0008786491,0.00009643334,0.003207169,0.001020471,0.0005389761,0.00003217614,0.00009685025,3.511776e-7,0.000003288608,0.001154613,0.9922356,0.0007353966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002178896,0.0009017166,0.0001971825,0.00006437266,0.001282855,0.000486096,0.00002897062,0.0003406301,0.9945193],"genre_scores_gemma":[0.0180737,0.0004628379,0.0001852071,0.0003025206,0.0006452603,0.000001218972,0.00007124838,0.00009463992,0.9801633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.856591,"threshold_uncertainty_score":0.9995049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937408418023517,"score_gpt":0.2189914890618659,"score_spread":0.1996174048816307,"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."}}