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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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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
90 works in the cohort · of 4,299,418page 2 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
Fundamental Concepts in Video
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2014· book-chapter· en· Texts in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Basic Principles
A. Antoniou, Wu-Sheng Lu
2021· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Lossy Compression Algorithms
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
Automata
V. S. Alagar, K. Periyasamy
2011· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Conjugate-Direction Methods
A. Antoniou, Wu-Sheng Lu
2021· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Algorithmic Prefix Complexity
Ming Li, Paul Vitányi
2019· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science
0
citations
affno abstractunlabeled
Specification Qualities
V. S. Alagar, K. Periyasamy
2011· book-chapter· en· Texts in computer science· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The Role of Specification
V. S. Alagar, K. Periyasamy
2011· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
0
citations
affno abstractunlabeled
Algorithmic Complexity
Ming Li, Paul Vitányi
2019· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Incompressibility Method
Ming Li, Paul Vitányi
2019· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
Solutions to the List Exercises
Ben Stephenson
2019· book-chapter· en· Texts in computer science· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Solutions to the Recursion Exercises
Ben Stephenson
2019· book-chapter· en· Texts in computer science· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Set Theory and Relations
V. S. Alagar, K. Periyasamy
2011· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Repetition
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Functions
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Solutions to Selected Repetition Exercises
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Solutions to Selected Dictionary Exercises
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Internet Multimedia Content Distribution
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Algorithmic Probability
Ming Li, Paul Vitányi
2008· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Inductive Reasoning
Ming Li, Paul Vitányi
2008· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The Incompressibility Method
Ming Li, Paul Vitányi
2008· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
Physics, Information, and Computation
Ming Li, Paul Vitányi
2008· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Lists
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction to Programming
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Solutions to Selected Recursion Exercises
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Minimax Methods
A. Antoniou, Wu-Sheng Lu
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Multimedia Over Wireless and Mobile Networks
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2014· book-chapter· en· Texts in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
General Properties of Algorithms
A. Antoniou, Wu-Sheng Lu
2021· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Recursion
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Solutions to Selected Function Exercises
Ben Stephenson
2025· book-chapter· en· Texts in computer science· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
MPEG Audio Compression
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
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
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2014· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Applications of Constrained Optimization
A. Antoniou, Wu-Sheng Lu
2021· book-chapter· en· Texts in computer science· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Optimization Problem
A. Antoniou, Wu-Sheng Lu
2021· book-chapter· en· Texts in computer science· Mathematics
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Basic Video Compression Techniques
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · open_science
0
citations
affno abstractunlabeled
Lossless Compression Algorithms
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
0
citations
affno abstractunlabeled
Algorithms for General Convex Problems
A. Antoniou, Wu-Sheng Lu
2021· book-chapter· en· Texts in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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