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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.

affaffiliation
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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 5 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
k-Anonymization of Social Networks by Vertex Addition.
Sean Chester, Bruce M. Kapron, Ganesh Ramesh, Gautam Srivastava, Alex Thomo, Svetha Venkatesh
2011· article· en· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
47
citations
afffundno abstractunlabeled
Privacy-preserving trajectory stream publishing
Khalil Al-Hussaeni, Benjamin C. M. Fung, William K. Cheung
2014· article· en· Data & Knowledge Engineering· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
46
citations
affno abstractunlabeled
Federated Learning used for predicting outcomes in SARS-COV-2 patients
Mona G. Flores, Ittai Dayan, Holger R. Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili +92 more
2021· preprint· en· Research Square· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · open_science
46
citations
afffundunlabeled
Chasing Your Long Tails
Vinith M. Suriyakumar, Nicolas Papernot, Anna Goldenberg, Marzyeh Ghassemi
2021· article· en· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
44
citations
afffundaboutunlabeled
Evaluating the utility of synthetic COVID-19 case data
Khaled El Emam, Lucy Mosquera, Elizabeth Jonker, Harpreet Sood
2021· article· en· JAMIA Open· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
43
citations
affunlabeled
On the Privacy Implications of Location Semantics
Berker Ağır, Kévin Huguenin, Urs Hengartner, Jean‐Pierre Hubaux
2016· article· en· Proceedings on Privacy Enhancing Technologies· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
43
citations
affno abstractunlabeled
Secure Distributed Framework for Achieving ε-Differential Privacy
Dima Alhadidi, Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi
2012· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+open_scienceconsensus · open_science
42
citations
afffundunlabeled
Lower-Cost ∈-Private Information Retrieval
Raphael R. Toledo, George Danezis, Ian Goldberg
2016· article· en· Proceedings on Privacy Enhancing Technologies· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+open_scienceconsensus · open_science
42
citations
affunlabeled
Efficient Task Sub-Delegation for Crowdsourcing
Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang
2015· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
42
citations
affno abstractunlabeled
(α, k)-anonymous data publishing
Raymond Chi-Wing Wong, Jiuyong Li, Ada W. C. Fu, Ke Wang
2009· article· en· Journal of Intelligent Information Systems· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
41
citations
affunlabeled
ScaleSFL
Evan W.R. Madill, Ben Nguyen, Carson K. Leung, Sara Rouhani
2022· preprint· en· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
40
citations
affunlabeled
To do or not to do
Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh
2005· article· en· Computer Science
distilled prediction:candidate · metaresearch+open_science+insufficient_payloadconsensus · open_science
40
citations
affunlabeled
Cryptϵ
Amrita Roy Chowdhury, Chenghong Wang, Xi He, Ashwin Machanavajjhala, Somesh Jha
2020· article· en· Computer Science
distilled prediction:candidate · open_scienceconsensus · open_science
40
citations

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