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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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Innovation and Socioeconomic 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.

952 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.
952 works in the cohort · of 4,299,418page 4 of 20

Labels cover 3 of 952 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 952 of 952 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Indian vaccine innovation: the case of Shantha Biotechnics
Justin Chakma, Hassan Masum, Kumar Perampaladas, Jennifer Heys, Peter Singer
2011· article· en· Globalization and Health· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Knowledge networks to support youth engagement in sustainable food systems
Mariaelena Huambachano, Indika Arulingam, Evan Bowness, Anna Korzenszky, Catherine Mungai, Paola Termine +1 more
2022· article· en· Frontiers in Sustainable Food Systems· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affunlabeled
Gender, entrepreneurship and food security in Niger
Sènakpon Fidèle Ange Dedehouanou, Abdelkrim Araar
2020· article· en· Review of Development Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
New Perspectives on Base of the Pyramid Strategies
Nikolay Dentchev, Laura Michelini, Alain Verbeke, Jeremy Hall, Jenny Hillemann
2022· article· en· Business & Society· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Women entrepreneurs
Gillian Hopkinson, Asad Aman
2017· article· en· Marketing Theory· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
affunlabeled
Survivalist Organizing in Urban Poverty Contexts
Tim Weiss, Michael Lounsbury, Garry D. Bruton
2024· article· en· Organization Science· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
fundno affunlabeled
Market Separations for BOP Producers
Ramendra Singh, Sharad Agarwal, Pratik Modi
2015· article· en· International Journal of Rural Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
22
citations
affvenueunlabeled
CSR and Development: Seeing the Forest for the Trees
Julia Sagebien, Melissa Whellams
2010· article· en· Canadian Journal of Development Studies/Revue canadienne d études du développement· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
22
citations
affunlabeled
Trust and Technology Repair Infrastructures in the Remote Rural Philippines
Esther Jang, Philip Garrison, Ronel Vincent Vistal, Maria Theresa Cunanan, Maria Theresa Perez, Philip Martinez +6 more
2019· article· en· Proceedings of the ACM on Human-Computer Interaction· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Bangladesh's Rural Sales Program
Kevin McKague, Sarah Tinsley
2012· article· en· Social enterprise journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
venueno affunlabeled
Complementary Currencies for Humanitarian Aid
Leanne Ussher, Laura Ebert, Georgina M. Gómez, William O. Ruddick
2021· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
20
citations

How this was built: Screen · Findings · About