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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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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 8 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.

venueno affunlabeled
E-COMMERCE DEVELOPMENT IN RUSSIA: TRENDS AND PROSPECTS
Vasily S. Starostin, Veronika Yu. Chernova
2016· article· en· The Journal of Internet Banking and Commerce· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
Entrepreneurship through Agriculture In Nigeria
Clement Chiahemba Ajekwe, Adzor Ibiamke
2020· article· en· Business and Management Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Rural non-farm engagement and agriculture commercialization in Ghana
Paul Kwame Nkegbe, Abdelkrim Araar, Benjamin Musah Abu, Yazidu Ustarz, Hamdiyah Alhassan, Edinam Dope Setsoafia +1 more
2023· article· en· Journal of Agribusiness in Developing and Emerging Economies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Macromarketing, controversy and economic development
Stanley J. Shapiro, Clifford J. Shultz
2009· article· en· European Business Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
fundno affunlabeled
Understanding the impact of innovation and other business support interventions on SMEs’ development – Lessons from sub-Saharan Africa from an evidence-based review
Portia Adade Williams, Gordon Akon-Yamga, Justina Adwoa Onumah, Mavis Akuffobea-Essilfie, Wilhemina Quaye, Adelaide Agyemang
2025· article· en· African Journal of Science Technology Innovation and Development· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
affaboutunlabeled
Between a business and a social enterprise
Durdana Islam, Fikret Berkes
2017· article· en· Journal of Enterprising Communities People and Places in the Global Economy· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
5
citations
affvenueunlabeled
Ethical Indigenous Economies
Dara Kelly, Christine Woods
2021· article· en· Engaged Scholar Journal Community-Engaged Research Teaching and Learning· Business, Management and Accounting
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · metaresearch
5
citations
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