{"id":"W239539","doi":"10.3233/wor-141858","title":"When more is less: An examination of the relationship between hours in telework and role overload","year":2014,"lang":"en","type":"article","venue":"Work","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Information overload; Psychology; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0009660328,0.00006387412,0.0001110512,0.00004442059,0.000169145,0.00002655704,0.0002151282,0.000127736,0.00001382977],"category_scores_gemma":[0.0003862865,0.00005400903,0.00002091564,0.0003444733,0.0002175896,0.0001512331,0.00003529956,0.0001543359,0.000003441788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004584496,"about_ca_system_score_gemma":0.00002695765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003258778,"about_ca_topic_score_gemma":0.001552403,"domain_scores_codex":[0.998943,0.0003649613,0.0001297046,0.000152034,0.0002543515,0.0001559519],"domain_scores_gemma":[0.9990698,0.0005657911,0.00009183274,0.0002034088,0.00002663964,0.00004252611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001773391,0.000009996957,0.9422783,0.000003096279,0.000001506872,3.13349e-8,0.04139403,0.000004952796,0.000001575824,0.001824942,0.0001305039,0.01434929],"study_design_scores_gemma":[0.00009879714,0.000009809205,0.9763968,0.0000991021,0.000005973169,2.643269e-8,0.01130854,0.000001554349,0.000006899851,0.01140687,0.0006024969,0.00006314812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888625,0.0003423308,0.00001487307,0.001320663,0.00007055981,0.0001315033,0.000001936541,0.00002427376,0.009231328],"genre_scores_gemma":[0.999126,0.00002067382,0.0001968053,0.00005882232,0.000203126,0.000006985189,0.000001581639,0.000007660761,0.0003783828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03411848,"threshold_uncertainty_score":0.2202424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381490742287576,"score_gpt":0.2986536332387489,"score_spread":0.2548387258158731,"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."}}