{"id":"W3174126363","doi":"10.65109/bnke8963","title":"Constructing Junction Tree Agent Organization with Privacy","year":2021,"lang":"en","type":"article","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Tree (set theory); Computer science; Computer security; Internet privacy; Business; Mathematics; Combinatorics","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":[0.004138434,0.0004926435,0.0009931655,0.001201839,0.001816648,0.002820647,0.002572792,0.00149646,0.002745257],"category_scores_gemma":[0.01103962,0.0006344815,0.001581449,0.001745377,0.001663905,0.006594087,0.005097774,0.002046509,0.0007132881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262644,"about_ca_system_score_gemma":0.002351938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580689,"about_ca_topic_score_gemma":0.004035961,"domain_scores_codex":[0.996664,0.001026331,0.0002050509,0.0008105548,0.0009543709,0.0003395973],"domain_scores_gemma":[0.9944838,0.001900273,0.0004980913,0.002143814,0.0006348036,0.0003392994],"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":[0.0003124778,0.0002775062,0.005060287,0.000221223,0.0001575368,0.0004898986,0.001322401,0.239121,0.006832303,0.518887,0.009860658,0.2174578],"study_design_scores_gemma":[0.00004031229,0.00004906087,0.000332221,0.00001824678,0.00005203476,0.0001631007,0.0002435103,0.8168025,0.004319082,0.166899,0.01105779,0.00002304525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01210176,0.00008581844,0.9853013,0.000215605,0.00001629551,0.00007677844,0.00006964333,0.0005635762,0.001569176],"genre_scores_gemma":[0.2368456,0.0001345463,0.7595751,0.0001390166,0.00003515105,0.0001736659,0.0005690926,0.000153588,0.002374309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004138434,"threshold_uncertainty_score":0.02188641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354846186179621,"score_gpt":0.2203844915591648,"score_spread":0.2068360296973686,"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."}}