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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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Advanced Steganography and Watermarking Techniques
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Abstract
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Study design
Label agreement
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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.

654 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.
654 works in the cohort · of 4,299,418page 5 of 14

Labels cover 0 of 654 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 654 of 654 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A robust security framework for 3D images
Gaurav Bhatnagar, Q. M. Jonathan Wu, Balasubramanian Raman
2010· article· en· Journal of Visualization· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Analysis and design of authentication watermarking
Chuhong Fei, Deepa Kundur, R.H. Kwong
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Publicly-Detectable Watermarking for Language Models
Jaiden Fairoze, Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, M. Wang
2025· article· en· IACR Communications in Cryptology· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Scalable Privacy in Multi-Task Image Compression
Saeed Ranjbar Alvar, Ivan V. Bajić
2021· article· en· 2021 International Conference on Visual Communications and Image Processing (VCIP)· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
IMAGE WATERMARKING BASED ON THE HESSENBERG TRANSFORM
Hassen Seddik, Mounir Sayadi, Farhat Fnaiech, Mohamed Cheriet
2009· article· en· International Journal of Image and Graphics· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
INTELLIGENT WATERMARKING SYSTEMS: A SURVEY
Eduardo Vellasques, Éric Granger, Robert Sabourin
2009· book-chapter· en· WORLD SCIENTIFIC eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
8
citations
afffundvenueunlabeled
Audio watermarking time-frequency characteristics
S. Esmaili, Sridhar Krishnan, Kaamran Raahemifar
2003· article· en· Canadian Journal of Electrical and Computer Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Permutation Steganography in FAT Filesystems
John Aycock, Daniel Medeiros Nunes de Castro
2015· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
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