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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.

affaffiliation
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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.

221 results · 1 filter active ·
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20032025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
221 works in the cohort · of 4,299,418page 5 of 5

Labels cover 0 of 221 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 221 of 221 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
How to Use the Recipes
Maris Sekar
2022· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Nuts and Bolts
Thomas Valentine
2021· book-chapter· en· Apress eBooks· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Privileges
Morey J. Haber, Brad Hibbert
2017· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Web Applications
Mike O’Leary
2019· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Women Leaders at Work
Elizabeth Ghaffari
2011· book· en· Apress eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Working with Semistructured Data
Dmitry Anoshin, Dmitry Shirokov, Donna Strok
2019· book-chapter· en· Apress eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Geocoding Addresses
Andre Lewis, Michael Purvis, Jeffrey Sambells, Cameron J. Turner
2007· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Servers
Sloan Kelly, Khagendra Kumar
2021· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Your First Spring XD Application
Felipe Gutierrez
2014· book-chapter· en· Apress eBooks· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Expert Office 365
Nikolas Charlebois-Laprade, Evgueni Zabourdaev, Daniel Brunet, Bruce E. Wilson, Mike Farran, Kip Ng +5 more
2017· book· en· Apress eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Vulnerability Management Development
Morey J. Haber, Brad Hibbert
2018· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
RESTful APIs
Sloan Kelly, Khagendra Kumar
2021· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
The World Between Design and Build
Julia Naomi Rosenfield Boeira
2023· book-chapter· en· Apress eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Advanced Strings
Sammie Bae
2019· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Insider Threats
Morey J. Haber, Brad Hibbert
2017· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
A Database-Driven Menu System
Thomas Valentine
2023· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Tools for Animation and Video
Jennifer Harder
2018· book-chapter· en· Apress eBooks· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About