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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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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 3 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
Palliative Care Volunteers: Why Do They Do It?
Stephen Claxton‐Oldfield, J. M. C. Jefferies, Catherine Fawcett, Louise Wasylkiw, Jane Claxton-Oldfield
2004· article· en· Journal of Palliative Care· Social Sciences
distilled prediction:candidate · noneconsensus · none
64
citations
affunlabeled
The role of social anxiety in volunteering
Femida Handy, Ram A. Cnaan
2007· article· en· Nonprofit Management and Leadership· Social Sciences
distilled prediction:candidate · noneconsensus · none
60
citations
affno abstractunlabeled
Marketing for nonprofit organisations
Walter Wymer
2012· article· en· ˜The œbusiness & management collection.· Social Sciences
distilled prediction:candidate · stsconsensus · none
60
citations
affaboutunlabeled
Reinventing organizational control
Marion Brivot, Yves Gendron, Henri Guénin
2017· article· en· Accounting Auditing & Accountability Journal· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · none
58
citations
affunlabeled
Board/Staff Relationships in a Growth Crisis
Wendy Reid, Johanne Turbide
2011· article· en· Nonprofit and Voluntary Sector Quarterly· Social Sciences
distilled prediction:candidate · noneconsensus · none
51
citations
affunlabeled
Meanings of Organizational Volunteering
Kirstie McAllum
2014· article· en· Management Communication Quarterly· Social Sciences
distilled prediction:candidate · noneconsensus · none
50
citations
affaboutunlabeled
Accounting for the value of volunteer contributions
Laurie Mook, Jorge Sousa, Susan Elgie, Jack Quarter
2005· article· en· Nonprofit Management and Leadership· Social Sciences
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Research Trends in Nonprofit Graduate Studies
Micheal L. Shier, Femida Handy
2014· article· en· Nonprofit and Voluntary Sector Quarterly· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
affunlabeled
How We Beg: The Analysisof Direct Mail Appeals
Femida Handy
2000· article· en· Nonprofit and Voluntary Sector Quarterly· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
49
citations
affunlabeled
Should I Stay or Should I Go
Stephen Claxton‐Oldfield, Jane Claxton-Oldfield
2012· article· en· American Journal of Hospice and Palliative Medicine®· Social Sciences
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Value as a Self-Sustaining Mechanism
Wenjue Lu Knutsen
2012· article· en· Nonprofit and Voluntary Sector Quarterly· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
46
citations

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