{"id":"W2059280381","doi":"10.1109/mcs.2006.1657866","title":"Thoughts on governance [President's message]","year":2006,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; Computer science; Political science; Public administration; Management; Computer security; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009997113,0.0000981956,0.0001784603,0.00003941029,0.0004507326,0.0003730871,0.0003414981,0.0001035097,0.0000409094],"category_scores_gemma":[0.0002036385,0.00008681378,0.0000667517,0.0001983406,0.0001373558,0.000234286,0.000005691898,0.0001257473,0.000253541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320323,"about_ca_system_score_gemma":0.0002904029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338101,"about_ca_topic_score_gemma":0.002807308,"domain_scores_codex":[0.9978347,0.0004490603,0.0002421931,0.0002129417,0.0008154367,0.0004456599],"domain_scores_gemma":[0.9990969,0.0003368817,0.0001267148,0.0002057283,0.00009542142,0.0001383089],"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":[0.0000488081,0.000108876,0.00103272,0.00001798323,0.00002452789,0.00003725355,0.0003527153,0.0006802058,0.0008527511,0.8418248,0.1546796,0.0003397577],"study_design_scores_gemma":[0.001210039,0.00006299645,0.007594403,0.00005907843,0.000007996906,0.00000225537,0.0003094621,0.0007201054,0.0003138301,0.00246864,0.9870307,0.0002205115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04233323,0.0007387868,0.001152545,0.01030886,0.002392318,0.0009883061,0.0001140826,0.0002402923,0.9417316],"genre_scores_gemma":[0.932342,0.00001819806,0.000002256235,0.0002075951,0.004785787,0.00007314926,0.000001595505,0.00000809506,0.06256136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8900087,"threshold_uncertainty_score":0.993189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479667759714086,"score_gpt":0.3329302818465256,"score_spread":0.3081336042493847,"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."}}