{"id":"W311701438","doi":"10.1093/oxfordhb/9780199290468.003.0006","title":"Making the Decision to Monitor in the Workplace: Cybernetic Models and the Illusion of Control","year":2009,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Queen's University; University of Toronto","funders":"","keywords":"Cybernetics; Control (management); Illusion; Illusion of control; Command and control; Knowledge management; Management science; Psychology; Computer science; Engineering; Social psychology; Cognitive psychology; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002457033,0.000320908,0.0002301036,0.0007170089,0.001031398,0.008503926,0.0006949615,0.001908147,0.002258523],"category_scores_gemma":[0.002582368,0.0002090148,0.0002143861,0.0005295522,0.01346228,0.005200427,0.001947517,0.002643304,0.0003057932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197456,"about_ca_system_score_gemma":0.001796752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002472722,"about_ca_topic_score_gemma":0.001719626,"domain_scores_codex":[0.9982419,0.001107515,0.00003412281,0.0001355933,0.0003743405,0.0001064546],"domain_scores_gemma":[0.997001,0.002179479,0.000211853,0.0002035158,0.0001871356,0.0002169541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002019886,0.00003608915,0.0005841212,0.00005612127,0.00000655644,0.0001497847,0.007383245,0.002034649,0.0003448059,0.9689548,0.003086691,0.01734298],"study_design_scores_gemma":[0.00002250683,0.00005882369,0.0008968472,0.0003788768,0.000009545418,0.0001515991,0.005495432,0.01115029,0.0003283476,0.914101,0.06737681,0.0000298435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1290296,0.02969977,0.09626371,0.09708104,0.001444643,0.00005352025,0.00006009306,0.0001913035,0.6461763],"genre_scores_gemma":[0.9742431,0.004857013,0.006398128,0.001904274,0.0002702365,0.00003761364,0.00001590546,0.00002239483,0.01225138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008503926,"threshold_uncertainty_score":0.01432645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144908376733017,"score_gpt":0.2019532914946474,"score_spread":0.1805042077273172,"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."}}