{"id":"W2090605664","doi":"10.1145/2808719.2808740","title":"Cloud-assisted distributed private data sharing","year":2015,"lang":"en","type":"article","venue":"","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Manitoba","funders":"National Science Foundation","keywords":"Cloud computing; Computer science; Data sharing; Information privacy; Private information retrieval; Information sharing; Distributed database; Computer security; Internet privacy; World Wide Web; Database","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0009018745,0.0001615441,0.0001727511,0.00008420263,0.00007978904,0.0003930643,0.1275024,0.0001077349,0.00001534858],"category_scores_gemma":[0.02392397,0.0001402893,0.00002082666,0.000795093,0.00007493222,0.001675654,0.4717979,0.0002282321,0.0002084389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025975,"about_ca_system_score_gemma":0.0000741449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006195633,"about_ca_topic_score_gemma":0.00001869268,"domain_scores_codex":[0.9978604,0.00003337609,0.0002763501,0.001004348,0.000396877,0.0004287038],"domain_scores_gemma":[0.9645544,0.00006841473,0.00009389867,0.0350481,0.00007882708,0.0001563675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004778695,0.00005080881,0.002582408,0.000006608033,0.00002251127,0.00003735645,0.00001107813,0.000003920431,0.0001455848,0.03619299,0.9474725,0.01346949],"study_design_scores_gemma":[0.0004970902,0.00005035567,0.001948601,0.00002365977,0.000006784776,0.00004291479,0.00001872058,0.5722477,0.002452588,0.3545761,0.06778531,0.0003502432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004855029,0.00007476459,0.9642442,0.02438063,0.0006392145,0.0001305465,0.0001193246,0.003145237,0.002410992],"genre_scores_gemma":[0.1427815,0.00001089675,0.8564152,0.0002501688,0.00007118423,0.000008593425,0.0003639073,0.00001435531,0.00008423557],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8796871,"threshold_uncertainty_score":0.9842979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171541117848459,"score_gpt":0.3296862387577789,"score_spread":0.1581451209093198,"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."}}