{"id":"W2148583216","doi":"10.1109/iemc.1995.523906","title":"Role of organizational demographics in managing technology-induced stress","year":2002,"lang":"en","type":"article","venue":"","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Demographics; Scope (computer science); Perspective (graphical); Context (archaeology); Stress (linguistics); Knowledge management; Psychology; Stress management; Business; Applied psychology; Computer science; Sociology; Clinical psychology; Geography","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":[0.0001507693,0.00005284654,0.00009288434,0.0002612417,0.00007915669,0.000009804718,0.0002352219,0.0001237529,0.0005431066],"category_scores_gemma":[0.00009425862,0.00005494347,0.00001528638,0.001359847,0.0001418544,0.00008436939,0.0000386998,0.0001025006,0.00001522812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000304672,"about_ca_system_score_gemma":0.00001847158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001728562,"about_ca_topic_score_gemma":0.006379196,"domain_scores_codex":[0.9993181,0.00003386046,0.0001257115,0.0001294868,0.000207219,0.0001856304],"domain_scores_gemma":[0.9997014,0.00004895447,0.00004423133,0.000107781,0.00007137562,0.00002630079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[4.835079e-7,0.00006041096,0.9204308,0.000003470918,0.000005301071,7.261813e-7,0.002767195,0.000007685293,0.0007275148,0.07343099,0.00006517867,0.002500232],"study_design_scores_gemma":[0.0008652342,0.00006436276,0.6586648,0.0001931451,0.00001647235,0.000001472938,0.2184473,0.0005359415,0.004795707,0.1129744,0.002834806,0.0006063454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.866244,0.0005790687,0.00001354186,0.001916129,0.00004426365,0.00008868548,0.000001121111,0.0001223843,0.1309909],"genre_scores_gemma":[0.9985465,0.0006287324,0.0004176795,0.00002529817,0.00003335238,0.000003630591,6.942046e-7,0.000006589519,0.0003375352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261766,"threshold_uncertainty_score":0.5946636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738391539507235,"score_gpt":0.255352953421002,"score_spread":0.2379690380259297,"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."}}