{"id":"W4411791375","doi":"10.1145/3735546.3735858","title":"[Vision] Towards oblivious property graph databases","year":2025,"lang":"en","type":"article","venue":"","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canada Excellence Research Chairs, Government of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Computer science; Graph database; Property (philosophy); Graph; Database; Information retrieval; Theoretical computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002012701,0.0001134672,0.0001528096,0.00009341638,0.0001171101,0.0001999604,0.0008163006,0.00002902468,0.00002900711],"category_scores_gemma":[0.00003467784,0.00006105133,0.00005851309,0.0007460621,0.00003544274,0.0004820473,0.0003271453,0.00007505789,0.00007445482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001794785,"about_ca_system_score_gemma":0.0001137801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005117688,"about_ca_topic_score_gemma":0.00005702259,"domain_scores_codex":[0.9989437,0.00003664856,0.000210016,0.0003794408,0.0002057992,0.0002243373],"domain_scores_gemma":[0.9990142,0.00002391285,0.00003370253,0.0007689951,0.00009787382,0.0000612992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004346255,0.0001588334,0.0007770776,0.00004630965,0.00002583587,0.00002433097,0.00007176091,0.00002534283,0.0002697237,0.4142888,0.3009943,0.2833132],"study_design_scores_gemma":[0.0004628055,0.00005707208,0.008597229,0.0001598781,0.000005881314,0.0000132942,0.00003698968,0.02527612,0.001549023,0.002411386,0.9611405,0.0002898732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007325749,0.0002735534,0.891332,0.002531657,0.0006372533,0.0001667471,0.0000178537,0.0003188834,0.1039894],"genre_scores_gemma":[0.9362899,0.0000393029,0.02643397,0.002034502,0.00004530954,0.00004086108,0.00001993776,0.000005968628,0.03509024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9355574,"threshold_uncertainty_score":0.2489601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998467244896595,"score_gpt":0.2868022405866574,"score_spread":0.2668175681376914,"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."}}