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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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Nonprofit Sector and Volunteering
Retraction
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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.

1,119 results · 1 filter active ·
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20002025
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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.
1,119 works in the cohort · of 4,299,418page 8 of 23

Labels cover 1 of 1,119 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 1,119 of 1,119 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Governance in Professional Service Firms
Peter D. Sherer, Hüseyin Leblebici
2015· book· en· Oxford University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
aboutno affno abstractunlabeled
Value change and governance in Canada
2003· article· en· Choice Reviews Online· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Understanding National Nonprofit Data Environments
Elizabeth A. Bloodgood, Jesse Bourns, Michael Lenczner, Takumi Shibaike, Jenny Tabet, Amy Melvin +1 more
2022· article· en· Nonprofit and Voluntary Sector Quarterly· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
10
citations
affunlabeled
Volunteers/Volunteering
Kirstie Mallum
2016· other· en· The International Encyclopedia of Organizational Communication· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affaboutunlabeled
Are Canadian‐Trained PhDs Disadvantaged in the Academic Labor Market?
Lori Wilkinson, Janine Bramadat, Rachel Dolynchuk, Zoë T. St. Aubin
2013· article· fr· Canadian Review of Sociology/Revue canadienne de sociologie· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
10
citations
affunlabeled
Are Foreign Donors Good Monitors?
Hsihui Chang, Erica Harris, Shushu Jiang, Zhiming Ma
2021· article· en· European Accounting Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
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