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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.

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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, Security, and Data Protection
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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.

1,237 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.
1,237 works in the cohort · of 4,299,418page 21 of 25

Labels cover 2 of 1,237 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 1,237 of 1,237 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Personal data protection in blockchain
Steve Wright, Ezgi Pilavci
2019· article· en· Journal of data protection & privacy.· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
How Much is Too Much?
Nicholas P. Robinson, Prescott C. Ensign
2012· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueaboutno affunlabeled
Privacy and Security
2020· article· en· The Journal of Intelligence Conflict and Warfare· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
MSR4P&S 2022 Workshop Summary
Melina Vidoni, Nicolás E. Díaz Ferreyra, Zadia Codabux
2023· article· en· ACM SIGSOFT Software Engineering Notes· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
0
citations
venueaboutno affunlabeled
Access to Justice and Information Ethics
Rebecca Kolisnyk
2025· article· en· The iJournal Student Journal of the Faculty of Information· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Privacy Regulation and Ad-Tech Consolidation
Rozhina Ghanavi, Sepideh Hosseini, Catherine E. Tucker
2025· preprint· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · research_integrityconsensus · none
0
citations
affunlabeled
Ethics of Workplace Surveillance Games
Peter Danielson
2008· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Balancing Liberty and Security
Michelle Louise Atkin
2013· book· en· Rowman & Littlefield Publishers eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
People-centered Privacy Education
Sarah Hartman‐Caverly
2025· article· en· Proceedings of the ALISE Annual Conference· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Privacy Issues of Applying RFID in Retail Industry
Haifei Li, Patrick C. K. Hung, Jia Zhang, David Ahn
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Balancing Data Protection in the Age of Digitization
Carolina Emilia Lagos Sepulveda, Hamed Taherdoost, Yousef Farhaoui
2025· book-chapter· en· Lecture notes in networks and systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
REVOLUTIONARY TACTICS: ABOLISH PRIVACY
Elisha Lim
2023· article· en· AoIR Selected Papers of Internet Research· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
0
citations
affno abstractunlabeled
Unpacking the Privacy Paradox for Education
Lorayne Robertson, Bill Muirhead
2019· book-chapter· en· Springer proceedings in complexity· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Building Compliant Data Pipelines in Regulated Sectors: A Privacy-First Engineering Approach
Iboro Akpan Essien, Emmanuel Cadet, Joshua Oluwagbenga Ajayi, Eseoghene Daniel Erigh, Ehimah Obuse, Noah Ayanbode +1 more
2024· article· International Journal of Scientific Research in Computer Science Engineering and Information Technology· Social Sciences
distilled prediction:candidate · bibliometrics+scholarly_communication+open_scienceconsensus · none
0
citations
affunlabeled
Pervasive Data Harms
2023· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Reflections on U-PriSM 2
Sonia Chiasson, Heather Crawford, Serge Egelman, Pourang Irani
2014· article· en· International Journal of Mobile Human Computer Interaction· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About