{"id":"W4385477439","doi":"10.1111/cars.12448","title":"Workplace Surveillance in Canada: A survey on the adoption and use of employee monitoring applications","year":2023,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Cyberloafing and Workplace Behavior","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council","keywords":"Work (physics); Business; Keystroke logging; Productivity; Tracking (education); Internet privacy; Marketing; Computer security; Computer science; Engineering; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004139485,0.0001491217,0.0004647004,0.000128044,0.0003256778,0.000008065288,0.0003622689,0.0002040907,0.00002120219],"category_scores_gemma":[0.003502678,0.0001381269,0.00006868237,0.0006892729,0.0007391382,0.00004024438,0.0000290037,0.0003712694,0.000004210543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002682124,"about_ca_system_score_gemma":0.004914347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915439,"about_ca_topic_score_gemma":0.99969,"domain_scores_codex":[0.9972684,0.001138276,0.0004011156,0.0002883641,0.00007724737,0.0008265851],"domain_scores_gemma":[0.995537,0.003408659,0.0002087767,0.0003233718,0.0001770001,0.0003451406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000266386,0.000003040902,0.9890767,0.0001697872,0.00001290712,0.000007961229,0.00239464,0.00002672211,0.000005569374,0.002128698,0.00402314,0.002148218],"study_design_scores_gemma":[0.00005839097,0.00001584366,0.9881591,0.0008091511,0.00001145118,6.282447e-7,0.007043502,0.000002957548,0.0000011503,0.000241628,0.003524378,0.0001317898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883923,0.004701548,0.000001260843,0.005603291,0.0001962039,0.0006435416,0.0003378058,0.0000202162,0.0001038415],"genre_scores_gemma":[0.9792669,0.01979964,0.00002870387,0.0004550688,0.00006802319,0.0001765133,0.0000566178,0.00001418658,0.0001343058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01509809,"threshold_uncertainty_score":0.871784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095628768888655,"score_gpt":0.3119516512401854,"score_spread":0.2023887743513199,"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."}}