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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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Information and Cyber Security
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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.

937 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.
937 works in the cohort · of 4,299,418page 12 of 19

Labels cover 1 of 937 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 937 of 937 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cyberwires.
Paul Malik
2000· article· en· PubMed· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Symantec to buy LifeLock for $2.3B
2016· other· en· Internet Archive (Internet Archive)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Vulnerability Management Development
Morey J. Haber, Brad Hibbert
2018· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Auditing & e-Commerce: A Risk Framework
Pathak, Cff, Jag
2004· article· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · research_integrityconsensus · none
0
citations
aboutno affunlabeled
Treatment with firesetters in secure settings
Nichola Tyler, Theresa A. Gannon
2017· book-chapter· en· Kent Academic Repository (University of Kent)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/b978-0-08-050083-6.50011-2
2000· book-chapter· en· Time to knit· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
IT Security Policy in Public Organizations
P. Partow-Navid
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Sample PAM Use Cases
Morey J. Haber, Brad Hibbert
2017· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Making It All Work
Morey J. Haber, Brad Hibbert
2018· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
10.2172/1561177
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Fil Rouge ep2: Kangirsuk
2018· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Cyber Risk and Security Investment
2022· article· en· Econstor (Econstor)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Editors’ Introduction
Florian Kerschbaum, Michelle L. Mazurek
2021· article· en· Proceedings on Privacy Enhancing Technologies· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0197-2510(05)70099-1
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Nursing Theories Epistemic Space Data Visualization
2025· other· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
The Role of Safety Voice in Improving Organizational Information Security
Kent Marett, Emily Garrigues Marett
2025· article· en· Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Cybersecurity Governance and Ethics
Dilli Prasad Sharma, Arash Habibi Lashkari, Mona Parizadeh
2024· book-chapter· en· Progress in IS· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1558-0164(10)70279-0
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Table of Contents
Kate Charlet, Heather King, Daniel Woods, Tyler Moore, José L. Hernández-Ramos, Dimitris Geneiatakis +16 more
2020· article· en· IEEE Security & Privacy· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Vulnerability Management Design
Morey J. Haber, Brad Hibbert
2018· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Leaders and Followers Among Security Analysts
Li Wang
2006· dissertation· en· MacSphere (McMaster University)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About