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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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Innovative Approaches in Technology and Social Development
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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.

989 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.
989 works in the cohort · of 4,299,418page 9 of 20

Labels cover 5 of 989 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 989 of 989 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Design for Social Innovation in Canada
Lorenzo Imbesi
2016· book· en· Common Ground Research Networks eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Collaborative Resource Management
Thomas Gunton
2017· other· en· International Encyclopedia of Geography· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
venueno affno abstractunlabeled
10.3917/dm.108.0223
2000· article· en· Time to knit· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Key Elements of Social Innovation
Allyson Hewitt
2008· article· en· ˜The œopen source business resource· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
What Is Public Sector Innovation?
2024· book-chapter· en· Cambridge University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affvenueno abstractunlabeled
Editorial: Living Labs
Chris McPhee, Mika Westerlund, Seppo Leminen
2012· editorial· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
affunlabeled
Intermediation in Open Development: A Knowledge Stewardship Approach
Katherine Reilly, Juan Pablo Alperín
2016· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affunlabeled
Strategies for Community Development
Sylvie Albert, Don Flournoy, Rolland LeBrasseur
2011· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
“El arte de transformar”: o caso da D1 no Peru
Camille Bourdeau Ginchereau, Natalia Aguilar Delgado, Sonia Tello‐Rozas
2022· article· pt· Revista Brasileira de Casos de Ensino em Administração· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
2
citations
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