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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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Community Development and Social Impact
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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.

835 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.
835 works in the cohort · of 4,299,418page 17 of 17

Labels cover 5 of 835 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 835 of 835 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Social return on investment at Inspirations Studio
Agnes Meinhard, Christina Butty, Theresa Morin
2021· preprint· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Developer perceptions of inclusionary zoning
Riley Malthaner
2023· preprint· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundaboutunlabeled
Social return on investment at Inspirations Studio
Agnes Meinhard, Christina Butty, Theresa Morin
2021· preprint· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Dynamic Risk Management in Social Finance
Sean Geobey
2025· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Social Finance for Sustainable Development
Sean Geobey
2025· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Positives Impact Investing
2023· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Developer perceptions of inclusionary zoning
Riley Malthaner
2023· preprint· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Factors Driving the Growth of Social Finance
Jing Duo, Shantanu Dutta, Chen Li
2025· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Inclusive Research
Alex C. Michalos
2014· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Measuring Impact in Social Finance
Katherine Ruff, Farnaz Zaredorahi, Lisa Ricci, John F. Akwetey
2025· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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