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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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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
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.

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

affno abstractunlabeled
Social License to Operate
2023· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
70
citations
affunlabeled
Governance Issues for Public Sector Boards
2005· article· en· Australian Journal of Public Administration· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
50
citations
affvenueunlabeled
Understanding Community
2016· article· en· Canadian Journal of Disability Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
49
citations
aboutno affunlabeled
Social Return on Investment Analysis
2015· article· en· Nonprofit Management and Leadership· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
39
citations
afffundunlabeled
Measuring Social Enterprise Value Creation
2015· article· en· Nonprofit Management and Leadership· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
39
citations
affaboutunlabeled
Supported Social Enterprise
2016· article· en· Nonprofit and Voluntary Sector Quarterly· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations

How this was built: Screen · Findings · About