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

570 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.
570 works in the cohort · of 4,299,418page 8 of 12

Labels cover 1 of 570 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 570 of 570 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Improvement on OTP Authentication
Tong Hengqing
2007· article· en· Microcomputer applications· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Shared User Credentials
Morey J. Haber, Brad Hibbert
2017· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affunlabeled
Proof-of-CAPTCHA: A True ASIC-Resistant Consensus
Bahaedinne Jlassi, Liuyang Ren, Scott Chen
2019· article· pl· IJARCCE· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
A Privacy-Preserving Behavioral Authentication System
Md Morshedul Islam, Md. Abdur Rafiq, Md. Ashraful Islam
2025· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
2
citations
affunlabeled
Machine Learning Based Password Strength Analysis
Mrs. Sony Kuriakose, G Krishna Teja, A Harshel Srivatsava, Sravan Duggi, Venkat Jonnalagadda
2022· article· en· International Journal of Innovative Technology and Exploring Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
afffundno abstractunlabeled
Biometrics for Biomedical Applications
Kenneth Lai, Steven Samoil, Svetlana Yanushkevich, Gaetan Collaud
2015· book-chapter· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Fuzzy Vault for Behavioral Authentication System
Md Morshedul Islam, Reihaneh Safavi–Naini
2020· book-chapter· en· IFIP advances in information and communication technology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Distinguishing Human Users from Bots
Sajad Shirali-Shahreza
2014· book-chapter· en· Advances in information security, privacy, and ethics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Criteria for Evaluating Authentication Systems.
Steven C. Way, Yufei Yuan
2009· article· en· Journal of the Association for Information Systems· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
affunlabeled
A VISION BASED GRAPHICAL PASSWORD
Thanh An Nguyen, Yong Zeng
2010· article· en· Journal of Integrated Design and Process Science· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Home and Away
Eric Spero, Robert Biddle
2020· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Touchscreen Biometrics Across Multiple Devices.
Tuan Ngyuen, Jonathan Voris
2017· article· en· Symposium On Usable Privacy and Security· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
affunlabeled
On grey levels in random CAPTCHA generation
Fraser Newton, Michael A. Kouritzin
2011· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
MATCHA: Towards Matching Anything
Fei Xue, Sven Elflein, Laura Leal-Taixé, Qunjie Zhou
2025· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Passwords Management via Split-Key
Kenneth J. Giuliani, V. Kumar Murty, Guangwu Xu
2016· article· en· Journal of Information Security· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations

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