{"id":"W7044260482","doi":"","title":"Whole of government reporting and network governance","year":2024,"lang":"en","type":"book-chapter","venue":"Research Portal (Queen's University Belfast)","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Government (linguistics); Corporate governance; Information governance; Network governance; Audit","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":[0.002034417,0.0002490299,0.0003084816,0.001470327,0.001757871,0.008819234,0.0007724454,0.001598799,0.03609682],"category_scores_gemma":[0.006235506,0.0003891083,0.0002442603,0.002707583,0.003380538,0.009520274,0.001795218,0.001721342,0.003295369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003980577,"about_ca_system_score_gemma":0.003710616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02759142,"about_ca_topic_score_gemma":0.02861612,"domain_scores_codex":[0.9986494,0.0005498095,0.0000410675,0.0001773645,0.0004055353,0.0001768794],"domain_scores_gemma":[0.9975036,0.001064272,0.0001906233,0.0006728613,0.0004034037,0.0001653585],"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":[0.00001339005,0.00001679814,0.0005914028,0.00003715633,0.000005275107,0.00002473059,0.001706702,0.0003470675,0.00007950752,0.8733627,0.05455845,0.0692569],"study_design_scores_gemma":[0.000004939108,0.00001334223,0.003722007,0.0001835907,0.000008847739,0.00007035326,0.001985805,0.0009057891,0.0002122767,0.3487589,0.6441213,0.00001281169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007967657,0.006917834,0.006968395,0.01369774,0.0005659724,0.0000259226,0.0002204659,0.0001188446,0.9635173],"genre_scores_gemma":[0.3383743,0.006992687,0.003561682,0.002217937,0.0005594051,0.00007146045,0.0004102785,0.0002406713,0.6475715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03609682,"threshold_uncertainty_score":0.1207559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815030165602277,"score_gpt":0.2965451921686774,"score_spread":0.2683948905126546,"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."}}