{"id":"W4255333579","doi":"10.4018/978-1-59904-937-3.ch101","title":"Monitoring Technologies and Digital Governance","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; Government (linguistics); Phone; Politics; Emerging technologies; Information and Communications Technology; Control (management); Business; Public relations; Internet privacy; Political science; Computer science; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005273262,0.0002729352,0.0003223069,0.00002033673,0.0006417179,0.0001522779,0.0002894489,0.0004237446,0.000005519895],"category_scores_gemma":[0.00009547879,0.0002844187,0.0001127458,0.00001938892,0.001132397,0.0001192668,0.0002860371,0.0002741322,0.00004955264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503959,"about_ca_system_score_gemma":0.0001320329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004713461,"about_ca_topic_score_gemma":0.001042307,"domain_scores_codex":[0.9986536,0.000006435024,0.0001833678,0.0003667423,0.0004510758,0.0003387974],"domain_scores_gemma":[0.99947,0.00004386131,0.0001400758,0.0002031815,0.00007443765,0.00006847438],"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":[0.000005525131,0.000003073505,0.0003319294,0.000008067799,0.00005009687,0.00006001926,0.001518234,2.562901e-8,1.501034e-7,0.8941072,0.002131342,0.1017844],"study_design_scores_gemma":[0.0001218006,0.00002909069,0.0002462596,0.0002529999,0.00002652586,0.00001448588,0.002402209,5.642553e-8,0.000006514228,0.2904957,0.7059875,0.0004169517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009794673,0.01038735,0.000001287683,0.0003311832,0.0004665343,0.0001814338,0.0001356127,0.000465767,0.9870514],"genre_scores_gemma":[0.8683053,0.003922988,0.00004620065,0.00002578233,0.0004200611,0.000009425093,4.611969e-7,0.00001962662,0.1272502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8673258,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011002643682264,"score_gpt":0.2602270784359146,"score_spread":0.2401170519990919,"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."}}