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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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Web Application Security Vulnerabilities
Retraction
Abstract
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Label status

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.

148 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.
148 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 148 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 148 of 148 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Bibliometric Analysis of Articles on Web3
Mutlu Tahsin Üstündağ, Gizem Yıldız, Mustafa TANRIVERDİ, Togay Seçkin BİRBUDAK
2023· article· en· The Universal Academic Research Journal· Computer Science
machine prediction:candidate · bibliometricsconsensus · none
0
citations
affno abstractunlabeled
Penetration Testing
2014· book-chapter· en· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Standard Template Library
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Agile Development of Secure Web-Based Applications
Andrew F. Tappenden, T. Huynh, James Miller, Adam Geras, M. Smith
2009· book-chapter· en· IGI Global eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
SQL Injection Reasons and Prevention
Zeng Fang
2008· article· en· Computer Knowledge and Technology· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1145/3756884.3795810
AI Generated
2000· article· en· Time to knit· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1145/3736130.3786142
AI Generated
2000· article· en· Time to knit· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
Book of Abstracts of the First Virtual GuardIAS Conference
Frances Lucy, Sara Meehan, Sebastián Gómez-Maldonado, Clara B. Giachetti, Vadim E. Panov
2025· article· Management of Biological Invasions· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Web and Browser Security
Paul C. van Oorschot
2020· book-chapter· en· Information security and cryptography· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
API Authentication and Authorization
Sascha Preibisch
2018· book-chapter· en· Apress eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Web Applications
Mike O’Leary
2019· book-chapter· en· Apress eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Penetration Testing
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About