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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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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
Evidence
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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 10 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.

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
venueno affunlabeled
How Service Innovation Boosts Bottom Lines
Claude Legrand, Rob LaJoie
2013· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+insufficient_payloadconsensus · 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
affaboutunlabeled
Telecommuting and consulting engineering
J. B. Whittaker, T. Cartmell
2002· article· en· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · 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
affaboutno abstractunlabeled
Smart Village – The Canadian Experience
Marc Kealey
2021· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
The Baker’s Dozen: Design Principles for Collaborative Telelearning
Jacqueline Bourdeau, Laura R. Winer, Martine Chomienne, Jesùs Vàzquèz-Abad, Barbara Wasson
2000· article· en· EdMedia: World Conference on Educational Media and Technology· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
At the Roots of Social Innovation
Ola Tjörnbo, Frances Westley
2025· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Navigating infrastructural mazes
Jetske Charlotte Erisman
2024· dissertation· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueaboutno affunlabeled
Telework and Bandwidth
Frank Stewart Symons
2000· article· en· Canadian Journal of Communication· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Social Innovation for Real-World Transformation
Julie Châteauvert, Philippe Dufort, Jonathan Durand Folco, Christopher Gunter, Krys Maki, Anahi Morales Hudon +5 more
2025· book· en· Policy Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Social Knowledge Case Study
Cindy Gordon
2010· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About