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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
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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
Evidence
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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 1 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.

affvenueunlabeled
Defining Cybersecurity
2014· article· en· Technology Innovation Management Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
287
citations
affvenueunlabeled
Defining Cybersecurity
2014· article· en· Technology Innovation Management Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
125
citations
aboutno affunlabeled
Nineteen national cyber security strategies
2013· article· en· International Journal of Critical Infrastructures· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
119
citations
aboutno affunlabeled
Access Contested
2011· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
86
citations
aboutno affunlabeled
Cyber-Diplomacy
2002· book· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
38
citations
affunlabeled
From Club to Network Diplomacy
2013· book· en· Oxford University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
affunlabeled
Information Operations `Blowback'
2008· article· en· International Communication Gazette· Social Sciences
distilled prediction:candidate · stsconsensus · none
21
citations
affunlabeled
On domains: Cyber and the practice of warfare
2014· article· en· International Journal Canada s Journal of Global Policy Analysis· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Thermonuclear cyberwar
2017· article· en· Journal of Cybersecurity· Social Sciences
distilled prediction:candidate · stsconsensus · none
16
citations
affno abstractunlabeled
Intelligent Methods for Cyber Warfare
2014· book· en· Studies in computational intelligence· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
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