{"id":"W4415454778","doi":"10.1002/rnc.70209","title":"Privacy in Distributed Control and Optimization","year":2025,"lang":"en","type":"article","venue":"International Journal of Robust and Nonlinear Control","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Information privacy; Control (management); Privacy software; Differential privacy; Access control; Privacy by Design; Cloud computing; Consensus algorithm","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":[0.0002954855,0.00006501366,0.0001491005,0.0002456077,0.00003396874,0.0000741969,0.0003981008,0.00006668944,0.000002170124],"category_scores_gemma":[0.0001216678,0.00005670973,0.00002816914,0.0001444118,0.00004850777,0.0001830873,0.00006584563,0.0001653042,2.47229e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000267774,"about_ca_system_score_gemma":0.00005477367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006538774,"about_ca_topic_score_gemma":0.000005187482,"domain_scores_codex":[0.9993713,0.00003231804,0.0002917473,0.0001113678,0.0001141082,0.00007912673],"domain_scores_gemma":[0.9993288,0.0001229014,0.0001460021,0.00009244878,0.000279068,0.0000308068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009939617,0.00129397,0.1538365,0.00004385225,0.001110285,0.0002869461,0.0007117767,0.2307873,0.001490627,0.3505369,0.001376234,0.2575317],"study_design_scores_gemma":[0.003802011,0.0000403612,0.008760865,0.0000386578,0.00001278782,0.00006034864,0.00001491028,0.9815406,0.00004689803,0.003096092,0.002526798,0.00005962499],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03362153,0.0005929493,0.9484611,0.01701595,0.0001614591,0.00008565452,0.00001199601,0.00001412381,0.00003524646],"genre_scores_gemma":[0.9571251,0.0001806307,0.04218893,0.0004389961,0.00004935563,0.000003640581,0.000002108285,0.000001860762,0.000009382212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9235036,"threshold_uncertainty_score":0.2312556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005858291928998088,"score_gpt":0.2403612472127173,"score_spread":0.2345029552837192,"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."}}