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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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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.

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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.

90 results · 1 filter active ·
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20032025
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Categories
Machine labels · sparse coverage
Evidence
Language
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
90 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 90 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 90 of 90 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Fundamentals of Multimedia
2021· book· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
173
citations
affno abstractunlabeled
Fundamentals of Multimedia
2014· book· en· Texts in computer science· Social Sciences
distilled prediction:candidate · noneconsensus · none
108
citations
afffundno abstractunlabeled
Practical Optimization
2021· book· en· Texts in computer science· Mathematics
distilled prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Augmented Reality and Virtual Reality
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affno abstractunlabeled
Introduction to Multimedia
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Introduction to Multimedia
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Social Media Sharing
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
MPEG Video Coding: MPEG-1, 2, 4, and 7
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Temporal Logic
2011· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
4
citations
affno abstractunlabeled
Lossless Compression Algorithms
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
3
citations
affno abstractunlabeled
Image Compression Standards
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
3
citations
affno abstractunlabeled
Cloud Computing for Multimedia Services
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
2
citations
affno abstractunlabeled
MPEG Audio Compression
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Fundamentals of Constrained Optimization
2021· book-chapter· en· Texts in computer science· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Quasi-Newton Methods
2021· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Cloud Computing for Multimedia Services
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Internet Multimedia Content Distribution
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Basic Audio Compression Techniques
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
1
citations
affno abstractunlabeled
Algorithmic Complexity
2008· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Content-Based Retrieval in Digital Libraries
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
1
citations
affno abstractunlabeled
Lossy Compression Algorithms
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
1
citations
affno abstractunlabeled
A Taste of Multimedia
2014· book-chapter· en· Texts in computer science· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affno abstractunlabeled
Online Social Media Sharing
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Resource-Bounded Complexity
2008· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Preliminaries
2008· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Content-Based Retrieval in Digital Libraries
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
1
citations
affno abstractunlabeled
Algorithmic Prefix Complexity
2008· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Basic Video Compression Techniques
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
1
citations
affno abstractunlabeled
Color in Image and Video
2014· book-chapter· en· Texts in computer science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fundamental Concepts in Video
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Color in Image and Video
2021· book-chapter· en· Texts in computer science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Basics of Digital Audio
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
MPEG Video Coding: MPEG-1, 2, 4, and 7
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Graphics and Image Data Representations
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Image Compression Standards
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
Algorithms for General Nonconvex Problems
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
A Taste of Multimedia
2021· book-chapter· en· Texts in computer science· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affno abstractunlabeled
One-Dimensional Optimization
2021· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Basic Multidimensional Gradient Methods
2021· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Basics of Digital Audio
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Basic Audio Compression Techniques
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
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