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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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Sustainable development goals series
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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.

126 results · 1 filter active ·
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20182025
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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.
126 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 126 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 126 of 126 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Sustainable Development Goals
Jang Bahadur Singh
2024· book-chapter· en· Sustainable development goals series· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
32
citations
affno abstractunlabeled
Partnerships and the Sustainable Development Goals
Naima Samuel, Amelia Clarke
2022· book-chapter· en· Sustainable development goals series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow
23
citations
affno abstractunlabeled
Governance of Health Systems
Timothy Evans, Syed Masud Ahmed
2023· book-chapter· en· Sustainable development goals series· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
Mental Health and Substance Abuse
Laura Jones, Daniel Vigo
2023· book-chapter· en· Sustainable development goals series· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Design for Resilient Communities
Anna Rubbo, Juan Du, Martin Tamke
2023· book· en· Sustainable development goals series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
6
citations
affno abstractunlabeled
The Global Cardiothoracic Surgery Workforce in 2020
Marcelo Cardarelli
2021· book-chapter· en· Sustainable development goals series· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
2
citations
affaboutno abstractunlabeled
CCUS in Canada
Allan Ingelson, Carter Czaikowski
2025· book-chapter· en· Sustainable development goals series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
The Private Sector in Global Health: Roles and Opportunities
Sébastien Mazzuri, Srividya Prakash, Farhad Riahi
2023· book-chapter· en· Sustainable development goals series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
The Path Forward
Natasha Tang Kai, Larry A. Swatuk
2023· book-chapter· en· Sustainable development goals series· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
1
citations
affunlabeled
Governance and Regulation Specifics
Nicolas Ferry, Paul Hofman
2024· book-chapter· en· Sustainable development goals series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
afffundno abstractunlabeled
Teaching Social Justice Using Postcolonial Texts
Geraldine Balzer, Teresa Strong‐Wilson, Anne Burke
2023· book· en· Sustainable development goals series· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
affaboutno abstractunlabeled
The Elk Valley, Canada
Wyatt Petryshen, Paul S. Ciccantell, Tom Langford
2024· book-chapter· en· Sustainable development goals series· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Rethinking Knowledge in Global Health
Emilie Koum Besson, Madhukar Pai
2023· book-chapter· en· Sustainable development goals series· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Challenging the Taken for Granted
Geraldine Balzer, David S. Epp, Brent Guenther, Courtney D. Hall, K. R. McKinnon
2023· book-chapter· en· Sustainable development goals series· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affno abstractunlabeled
Case Study 1: United States of America
Jang Singh
2024· book-chapter· en· Sustainable development goals series· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Forging Partnerships to Combat Modern Slavery
Nagiah Ramasamy
2025· book-chapter· en· Sustainable development goals series· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affno abstractunlabeled
Case Study 4: Sri Lanka
2024· book-chapter· en· Sustainable development goals series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Introduction
Geraldine Balzer, Teresa Strong‐Wilson, Anne Burke
2023· book-chapter· en· Sustainable development goals series· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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