{"id":"W2503592444","doi":"10.4018/978-1-59904-893-2.ch013","title":"Ubiquitous Connectivity &amp; Work-Related Stress","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Stressor; Perception; Work (physics); Everyday life; Psychology; Quarter (Canadian coin); Social psychology; Engineering; Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000625601,0.0005504781,0.0007197513,0.0002887085,0.0002937161,0.0005275453,0.00126273,0.0005784619,0.001265276],"category_scores_gemma":[0.000170563,0.000468229,0.0005083457,0.0001215817,0.0002484864,0.0002788779,0.000456662,0.0004702255,0.008160713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465263,"about_ca_system_score_gemma":0.0001571306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005118187,"about_ca_topic_score_gemma":0.0002032435,"domain_scores_codex":[0.9953335,0.00005638696,0.001126309,0.0007318943,0.002303566,0.0004483632],"domain_scores_gemma":[0.9972056,0.0002426034,0.0007670423,0.001094202,0.0004265534,0.0002640472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009124586,0.00003025226,0.001230869,0.000008913341,0.0001322216,0.0001415677,0.0004230549,0.00004491104,0.000001381637,0.7241552,0.2257443,0.04799616],"study_design_scores_gemma":[0.0006726872,0.00005791068,0.002909739,0.0001622719,0.0001216001,0.00005111894,0.00005839179,0.000019267,0.000006962232,0.1456578,0.8493204,0.0009618344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01371095,0.0002150175,0.0001320605,0.0001185456,0.001128992,0.0004622063,0.0003642598,0.000238754,0.9836292],"genre_scores_gemma":[0.306426,0.00001086061,0.0001304409,0.0004934669,0.0001694778,0.00001411147,0.00002709415,0.00003252537,0.692696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6235761,"threshold_uncertainty_score":0.999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756748171956296,"score_gpt":0.3726684958118057,"score_spread":0.1969936786161761,"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."}}