{"id":"W4239271528","doi":"10.4018/9781599041025.ch014","title":"From 9 to 5 to 24/7","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Carleton University","funders":"","keywords":"Extension (predicate logic); Work (physics); Variety (cybernetics); Emerging technologies; Computer science; Engineering; Knowledge management; Public relations; Political science; Artificial intelligence; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002803307,0.0006230655,0.0003828419,0.0009841213,0.001590181,0.003917617,0.0009768161,0.001228607,0.582061],"category_scores_gemma":[0.0007397418,0.0002588323,0.0003932086,0.001011063,0.0006293146,0.002088413,0.002798137,0.001352461,0.5042115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357091,"about_ca_system_score_gemma":0.001232131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673959,"about_ca_topic_score_gemma":0.01240918,"domain_scores_codex":[0.9995543,0.00003521416,0.00001459973,0.00008111613,0.0001968839,0.0001177581],"domain_scores_gemma":[0.9996814,0.00002016739,0.00001053146,0.00003095256,0.0001164047,0.0001406825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003566097,0.00007194424,0.0004850227,0.000267196,0.000003014284,0.0001524176,0.0006128531,0.00005059,0.001050963,0.01410742,0.7078943,0.2752686],"study_design_scores_gemma":[0.000001092624,0.00001252648,0.000441525,0.00009735217,6.352274e-7,0.00006056604,0.0001264418,0.000009184806,0.00008834167,0.0004194797,0.9987406,0.000002241917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001127365,0.002260902,0.000441747,0.001441993,0.001823303,0.00005986446,0.0006354875,0.0003401925,0.9918691],"genre_scores_gemma":[0.00254176,0.001313883,0.0002097241,0.0004173141,0.0001695881,0.0000221661,0.0003056054,0.0001154551,0.9949045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.582061,"threshold_uncertainty_score":0.5961393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673466603262193,"score_gpt":0.3217427901818755,"score_spread":0.2850081241492535,"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."}}