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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
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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 4 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
Public Sector Innovation
Mehmet Akif Demircioğlu, David B. Audretsch
2024· book· en· Cambridge University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
affunlabeled
Actors in the Emerging Internet of Things Ecosystems
Seppo Leminen, Mervi Rajahonka, Mika Westerlund
2016· article· en· International Journal of E-Services and Mobile Applications· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
15
citations
venueno affunlabeled
Structuration, ICTs, and Community Work
Larry Stillman, Randy Stoecker
2005· article· en· The Journal of Community Informatics· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
15
citations
affvenueunlabeled
Community Networking and Public Benefits
Arthur J. Cordell, Paula Romanow
2005· article· en· The Journal of Community Informatics· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
15
citations
affunlabeled
Bonded Design
Andrew Large, Valerie Nesset, Jamshid Beheshti, Leanne Bowler
2007· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affunlabeled
Incremental and Radical Service Innovation in Living Labs
Seppo Leminen, Mika Westerlund
2013· book-chapter· en· Advances in marketing, customer relationship management, and e-services book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
Co-creation Methods: Informing Technology Solutions for Older Adults
Lupin Battersby, Mei Lan Fang, Sarah L. Canham, Judith Sixsmith, Sylvain Moreno, Andrew Sixsmith
2017· book-chapter· en· Lecture notes in computer science· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
fundvenueno affunlabeled
Living Labs versus Lean Startups: An Empirical Investigation
Dimitri Schuurman, Sonja M. Protic
2018· article· en· Technology Innovation Management Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations

How this was built: Screen · Findings · About