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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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Cybersecurity and Cyber Warfare Studies
Retraction
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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
fundfunder
venuejournal
aboutaboutness

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

477 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.
477 works in the cohort · of 4,299,418page 3 of 10

Labels cover 0 of 477 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 477 of 477 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Communications Breakdown
2023· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · stsconsensus · none
5
citations
affno abstractunlabeled
Protecting Journalism in the Age of Digital Platforms
Guy Rolnik, Julia Cagé, Joshua S. Gans, Ellen Goodman, Brian Knight, Andrea Prat +1 more
2019· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
An Attack Exploiting Cyber-Arm Industry
Jie Gan, Chaochao Luo, Wei Shi, Yuan Liu, Ximeng Liu, Zhihong Tian
2024· article· en· IEEE Transactions on Dependable and Secure Computing· Social Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
aboutno affunlabeled
Cyber security governance in Brazil
Louise Marie Hurel, Luísa Cruz Lobato
2020· book-chapter· en· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Disruption, Ideation and Innovation for Defence and Security
Gitanjali Adlakha-Hutcheon, Anthony J. Masys
2022· book· en· Advanced sciences and technologies for security applications· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
4
citations
affno abstractunlabeled
Foundations and Practice of Security
Esma Aı̈meur, Maryline Laurent, Reda Yaich, Benoît Dupont, Joaquín García-Alfaro
2022· book· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Cyber-Threats to Canadian Democracy
2022· book· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
4
citations
venueno affunlabeled
Lessons from the Cambridge Analytica Crisis
Emma Louise Briant
2021· article· en· The Journal of Intelligence Conflict and Warfare· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Foundations and Practice of Security
Joaquín García-Alfaro
2016· book· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations
aboutno affunlabeled
If (world2vec) Then vec2politics
Nicolas Chartier-Edwards, Étienne Grenier, Jonathan Roberge
2024· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Digital Power and Law’s Rule
Lisa M. Austin
2024· article· en· Law and Philosophy· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Information, Innovation and the Boogeyman
Trevor Fowler, Kevin Quigley
2014· article· en· International Journal of Public Administration in the Digital Age· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
fundno affunlabeled
Cyberspace and Instability
2023· book· en· Edinburgh University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
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