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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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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
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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 11 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.

affunlabeled
Cybersecurity issues for businesses
Khalil El‐Khatib, Patrick C. K. Hung, Julie Thorpe, Walid Rjaibi
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Security Bug Conversations
Benjamin S. Meyers, Nuthan Munaiah, Andrew Meneely, Emily Prud’hommeaux
2019· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
The Power of Tests for Detecting <i>p</i> -Hacking
Graham Elliott, Nikolay Kudrin, Kaspar Wüthrich
2025· article· en· The Review of Economics and Statistics· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Market Reaction to Cyber Strategy Disclosure: Word Embedding Derived Approach
Rui Cao, Özüm Kafaee, Arslan Aziz, Hasan Cavusoglu
2023· 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+sts+scholarly_communication+open_scienceconsensus · none
1
citations
affunlabeled
Cyber What???-a Systematic Review
Susan Henrico, Dries Putter
2025· article· en· Journal of Applied Security Research· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Microcounselling Model by Ivey
Bernd-Joachim Ertelt, William E. Schulz, Andreas Frey
2022· book-chapter· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
IT Security Policy in Public Organizations
P. Partow-Navid
2007· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Remediation
Morey J. Haber, Brad Hibbert
2018· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Usable Security: Quo Vadis?
Dirk Balfanz, Konstantin Beznosov, Paul C. van Oorschot, Ka-Ping Yee
2006· article· en· USENIX Security Symposium· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Tales from the Trenches
Morey J. Haber, Brad Hibbert
2018· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Hülsta metis plus preisliste pdf
2024· other· de· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Strong(er) User Authentication
Tan Teik Guan
2004· article· en· The Journal of Internet Banking and Commerce· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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