{"id":"W2546274422","doi":"","title":"The Effects of Ant Colony Optimization on Graph Anonymization","year":2016,"lang":"en","type":"article","venue":"Open Journal Systems (Global Science & Technology Forum)","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Waterloo; Brandon University","funders":"","keywords":"Anonymity; Ant colony optimization algorithms; Computer science; Graph; Ant colony; Enhanced Data Rates for GSM Evolution; Artificial intelligence; Data mining; Theoretical computer science; Computer security","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":[0.002201493,0.0008033135,0.0007719028,0.0005855586,0.0007999041,0.0009315273,0.0008744836,0.0009200944,0.001715542],"category_scores_gemma":[0.01286948,0.0002591513,0.0006308624,0.0006354392,0.001583395,0.001607312,0.001563312,0.001277451,0.0001998415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007063281,"about_ca_system_score_gemma":0.0008905801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759079,"about_ca_topic_score_gemma":0.002222019,"domain_scores_codex":[0.9984781,0.0009557215,0.00003915656,0.0001645093,0.0002337939,0.000128745],"domain_scores_gemma":[0.9909548,0.006692932,0.0006404472,0.001124623,0.0003693549,0.0002178719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002297299,0.0001314849,0.0009574252,0.00007372064,0.00007533441,0.00009943042,0.000111296,0.9249712,0.002084558,0.03864458,0.001714927,0.03090624],"study_design_scores_gemma":[0.00002709193,0.00006104655,0.0001878991,0.000006710943,0.00001299859,0.00002944062,0.00004012341,0.9743218,0.000635452,0.02369965,0.0009723719,0.00000532444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3006457,0.001721229,0.6515986,0.003944727,0.0003765032,0.0001944451,0.0001728509,0.0007381293,0.04060792],"genre_scores_gemma":[0.9170594,0.0004344955,0.07923981,0.0003144622,0.00006339532,0.0000573195,0.00005808506,0.00008799596,0.00268506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002759079,"threshold_uncertainty_score":0.01164275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104224176745487,"score_gpt":0.2726017501045996,"score_spread":0.2621793324300509,"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."}}