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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 Management and Leadership
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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.

49 results · 1 filter active ·
Results by year
20012025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
49 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 49 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 49 of 49 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The legitimacy of social enterprise
Raymond A. Dart
2004· article· en· Nonprofit Management and Leadership· Social Sciences
distilled prediction:candidate · noneconsensus · none
1,088
citations
affunlabeled
Social accounting for nonprofits: Two models
Betty Jane Richmond, Laurie Mook, Quarter Jack
2003· article· en· Nonprofit Management and Leadership· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
92
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
afffundunlabeled
Turning Social Return on Investment on Its Head
Laurie Mook, John Maiorano, Sherida Ryan, Ann Armstrong, Jack Quarter
2015· article· en· Nonprofit Management and Leadership· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
51
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
afffundunlabeled
Measuring Social Enterprise Value Creation
Laurie Mook, Andrea Chan, Dan Kershaw
2015· article· en· Nonprofit Management and Leadership· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
39
citations
aboutno affunlabeled
Social Return on Investment Analysis
Marlene Walk, Itay Greenspan, Honey Crossley, Femida Handy
2015· article· en· Nonprofit Management and Leadership· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
To profit or not to profit: Women entrepreneurs in India
Femida Handy, Bhagyashree Ranade, Meenaz Kassam
2007· article· en· Nonprofit Management and Leadership· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
35
citations
affunlabeled
A critical perspective on organizational values
Nancy Fenton, Sue Inglis
2007· article· en· Nonprofit Management and Leadership· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affaboutunlabeled
What's In It for the Volunteers?
Michael Classens
2015· article· en· Nonprofit Management and Leadership· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
afffundaboutunlabeled
Social Return on Investment for Good Foot Delivery
Marcelo Vieta, Naomi Schatz, Greg Kasparian
2015· article· en· Nonprofit Management and Leadership· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Green matters?
Raymond A. Dart, Stephen Hill
2010· article· en· Nonprofit Management and Leadership· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
afffundunlabeled
A‐Way Express Courier
Kunle Akingbola, Suwimon Phaetthayanan, Joyce Brown
2015· article· en· Nonprofit Management and Leadership· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
aboutno affunlabeled
Managing Change in Museums
Russell A. Cargo, Elizabeth Rosser Cargo
2001· article· en· Nonprofit Management and Leadership· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Social accounting
Denise Nitterhouse
2004· article· en· Nonprofit Management and Leadership· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Dr. Carver's odyssey
Vic Murray
2007· article· en· Nonprofit Management and Leadership· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Issue Information
2017· paratext· en· Nonprofit Management and Leadership· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Issue Information
2016· paratext· en· Nonprofit Management and Leadership· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Issue Information
2018· paratext· en· Nonprofit Management and Leadership· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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