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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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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
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
221 works in the cohort · of 4,299,418page 4 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.

aboutno affunlabeled
Calculations with Dates
Radek Vystavěl
2021· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
A Quarter Century of GameMaker
Robert Ciesla
2025· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affno abstractunlabeled
Streamlit for Web Development
Mohammad Khorasani, M.A. Abdou, Javier Hernández Fernández
2025· book· en· Apress eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Working with Drawing Aids on the Canvas
Jennifer Harder
2025· book-chapter· en· Apress eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Setting Up Your Workspace
Jennifer Harder
2023· book-chapter· en· Apress eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Scanner Basics
Jennifer Harder
2023· book-chapter· en· Apress eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
A Fundamental Forms Primer
Jennifer Harder
2023· book-chapter· en· Apress eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Automated Testing with Unity
Julia Naomi Rosenfield Boeira
2023· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
AppRun DevTools
Yiyi Sun
2019· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Creating Ideas for Iterating
Julia Naomi Rosenfield Boeira
2023· book-chapter· en· Apress eBooks· Psychology
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Paul Barrett
Tabita Andersson
2025· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Creating a Basic ChatGPT Client in JavaScript
Bruce R. Hopkins
2025· book-chapter· en· Apress eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affunlabeled
Value
James Parker
2025· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Model
Andre Milchman
2025· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Advanced Navigation: The Pop-Up Menu
Jennifer Harder
2023· book-chapter· en· Apress eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Art, Vision, and Computers
James Parker
2025· book-chapter· en· Apress eBooks· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Space
James Parker
2025· book-chapter· en· Apress eBooks· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Accessibility and Dreamweaver MX 2004
Rachel Andrew, R. J. Turnbull, Alan Foley, Drew McLellan
2004· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
Shape
James Parker
2025· book-chapter· en· Apress eBooks· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Tools for Photo Restoration: Part 2
Jennifer Harder
2024· book-chapter· en· Apress eBooks· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Migrating to New I/O
Jeff Friesen
2014· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ray Muzyka & Greg Zeschuk
Morgan Ramsay
2015· book-chapter· pl· Apress eBooks· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affunlabeled
Error Handling
Sonu Kapoor
2025· book-chapter· en· Apress eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Tools for Photo Restoration: Part 3
Jennifer Harder
2024· book-chapter· en· Apress eBooks· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Line
James Parker
2025· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Benefits of Regulation A+
Paul M. Getty, Dinesh K. Gupta, Robert R. Kaplan
2015· book-chapter· en· Apress eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Mobile Enterprise Data Discovery
William P. Smith, Helen Sun
2015· book-chapter· en· Apress eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Deploying SharePoint 2016
Vlad Catrinescu, Trevor Seward
2016· book· en· Apress eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Time Range Calculations and Trends
Kathi Kellenberger, Clayton Groom
2015· book-chapter· en· Apress eBooks· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The STIHL Story
Andrew R. Thomas, Timothy Wilkinson
2015· book-chapter· en· Apress eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Control Flow in JavaScript
Sonu Kapoor
2025· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
JavaScript Memory Management
Sammie Bae
2019· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Remediation
Morey J. Haber, Brad Hibbert
2018· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Password Less Authentication
Morey J. Haber, Brad Hibbert
2017· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Benefits Beyond Revenue
George Watt, Howard Abrams
2018· book-chapter· en· Apress eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Basic Filters and Smart Filters
Jennifer Harder
2022· book-chapter· en· Apress eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Working with Dropdown Lists
Jennifer Harder
2023· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Residual Network GANs
Micheal Lanham
2021· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Setting Up the Environment
Sonu Kapoor
2025· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Initial Preparation
Robert Fantina, Andriy Storozhuk, Kamal Goyal
2021· book-chapter· en· Apress eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Tales from the Trenches
Morey J. Haber, Brad Hibbert
2018· book-chapter· en· Apress eBooks· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About