{"id":"W3198437605","doi":"10.1109/isit45174.2021.9517967","title":"Attributed Graph Alignment","year":2021,"lang":"en","type":"article","venue":"","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Computer science; Theoretical computer science; Vertex (graph theory); Graph; Data mining; Information retrieval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004950423,0.00160258,0.00224868,0.003660714,0.002685505,0.004463142,0.005065729,0.00304059,0.009234809],"category_scores_gemma":[0.03828475,0.000990413,0.001563559,0.00678681,0.00330281,0.0142422,0.006743696,0.00611301,0.003356775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003181918,"about_ca_system_score_gemma":0.003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213873,"about_ca_topic_score_gemma":0.002047074,"domain_scores_codex":[0.9906341,0.002818072,0.0004938639,0.003462182,0.001882438,0.0007094533],"domain_scores_gemma":[0.9665537,0.01477856,0.003906005,0.01005294,0.003326983,0.001381777],"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":[0.0002816502,0.0002515188,0.002720316,0.000359765,0.0001473585,0.0003750776,0.000664626,0.1959479,0.00238805,0.6889582,0.01310406,0.09480153],"study_design_scores_gemma":[0.00002220173,0.00003784523,0.0003944722,0.00004385123,0.00003072758,0.0002066633,0.0001649791,0.3336639,0.001851974,0.6553386,0.008218132,0.00002680109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0104384,0.0003058712,0.9811221,0.0008515778,0.00009340741,0.0001233185,0.0009620293,0.000679719,0.005423611],"genre_scores_gemma":[0.5364434,0.001686828,0.4380867,0.001032113,0.0006788276,0.000596429,0.006376719,0.0008956894,0.01420338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009234809,"threshold_uncertainty_score":0.03089356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578311907251992,"score_gpt":0.2685613151312384,"score_spread":0.2327781960587185,"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."}}