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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Privacy-Preserving Technologies in Data
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,809 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,809 works in the cohort · of 4,299,418page 7 of 37

Labels cover 7 of 1,809 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,809 of 1,809 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A Survey on Metaverse: Fundamentals, Security, and Privacy
yuntao wang, Zhou Su, Ning Zhang, rui xing, Dongxiao Liu, Tom H. Luan +1 more
2022· preprint· en· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+open_scienceconsensus · open_science
32
citations
affno abstractunlabeled
Privacy-Preserving Telemonitoring for eHealth
Mohamed Layouni, Kristof Verslype, Mehmet Tahir Sandıkkaya, Bart De Decker, Hans Vangheluwe
2009· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+open_scienceconsensus · open_science
31
citations
affunlabeled
Preservation Of Patterns and Input-Output Privacy
Shaofeng Bu, Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh
2007· article· en· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
29
citations
affunlabeled
Anonymization-based attacks in privacy-preserving data publishing
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Jian Pei
2009· article· en· ACM Transactions on Database Systems· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
27
citations
affunlabeled
Differentially private Kalman filtering
Jérôme Le Ny, George J. Pappas
2012· preprint· en· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
27
citations
affunlabeled
Differential-Private Data Publishing Through Component Analysis.
Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno‐Machado
2013· article· en· PubMed· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · open_science
27
citations
affno abstractunlabeled
ModularFed: Leveraging modularity in federated learning frameworks
Mohamad Arafeh, Hadi Otrok, Hakima Ould‐Slimane, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani
2023· article· en· Internet of Things· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
27
citations
affno abstractunlabeled
Managing dimensionality in data privacy anonymization
Hessam Zakerzadeh, Charų C. Aggarwal, Ken Barker
2015· article· en· Knowledge and Information Systems· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
27
citations
afffundunlabeled
Differentially Private Speaker Anonymization
Ali Shahin Shamsabadi, Brij Mohan Lal Srivastava, Aurélien Bellet, Nathalie Vauquier, Emmanuel Vincent, Mohamed Maouche +2 more
2023· article· en· Proceedings on Privacy Enhancing Technologies· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+open_scienceconsensus · open_science
27
citations
afffundunlabeled
Aftermath of bustamante attack on genomic beacon service
Md Momin Al Aziz, Reza Ghasemi, Md Waliullah, Noman Mohammed
2017· article· en· BMC Medical Genomics· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
26
citations

How this was built: Screen · Findings · About