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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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Service-Learning and Community Engagement
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,271 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,271 works in the cohort · of 4,299,418page 19 of 26

Labels cover 4 of 1,271 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 1,271 of 1,271 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Elementary Service-Learning Project Example
Alyssa N. Palazzolo, Dana L. Pizzo
2020· book-chapter· en· Advances in educational marketing, administration, and leadership book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Supported Yet Isolated
Mary Moen, Lauren H. Mandel
2025· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affunlabeled
Outreach in Omicron: A BHSC Outreach/External Case Competition 2022
Aashna Agarwal, Vanshika Khaitan, Neil Lin, Elena Tataru, William Liu, Alexa Gruber
2022· article· en· Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · sts
0
citations
aboutno affunlabeled
Community Values Scale Validation
Hollyanne Parkerson
2011· article· en· oURspace (University of Regina)· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affaboutunlabeled
A Glimpse of Rural Philathropy in Canada
Alex Petric, Ryan Gibson
2023· article· Proceedings of the Canadian Rural Revitalization Foundation· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
A Change of Leadership for the Engaged Scholar Journal
Penelope C Sanz, Lori Bradford, Natalia Khanenko-Friesen
2021· article· en· Engaged Scholar Journal Community-Engaged Research Teaching and Learning· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaresearch
0
citations
affvenueaboutgemma · no categorygpt · no categorymodels agree
Imperfectionist
Ashley Edwards, Julia Lane
2023· article· en· Canadian Journal of Academic Librarianship· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Principles in Practice
Mavis Morton, Jeji Varghese, Elizabeth Jackson, Leah Levac
2022· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Frontmatter
2014· book-chapter· en· University of Toronto Press eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About