{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006072401,0.001134812,0.001636308,0.0009029175,0.001068204,0.004242838,0.00140318,0.002598867,0.004083956],"category_scores_gemma":[0.01246819,0.0005690484,0.001483782,0.001633846,0.004440874,0.003430631,0.00311247,0.004791139,0.000905802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002709955,"about_ca_system_score_gemma":0.002692956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238159,"about_ca_topic_score_gemma":0.0008871327,"domain_scores_codex":[0.9922376,0.003209487,0.0004799929,0.001446888,0.002193308,0.0004327206],"domain_scores_gemma":[0.9918795,0.005545928,0.0005012383,0.00120977,0.0007224446,0.0001410291],"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":[0.00005670693,0.0000307826,0.000453911,0.0002778632,0.00009047399,0.0001512499,0.0001790519,0.08729707,0.0005456514,0.8546935,0.006077375,0.05014652],"study_design_scores_gemma":[0.00004573456,0.00005957061,0.0001909272,0.00008350775,0.00002421665,0.0000798574,0.00004430945,0.2129017,0.0005361603,0.7600692,0.02594047,0.00002438958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004294232,0.008552791,0.9543691,0.006650393,0.0007617794,0.00009326541,0.0002110795,0.0002739158,0.02479338],"genre_scores_gemma":[0.7077003,0.02564218,0.2260721,0.003960158,0.004490225,0.001151373,0.0006990754,0.0004092705,0.02987538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006072401,"threshold_uncertainty_score":0.03211433,"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."}}