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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 6 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
Diagnosing at Point of Care in South India
Nora Engel, Vijayashree Yellappa, Nitika Pant Pai, Madhukar Pai
2017· article· en· Science & Technology Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Digital Innovation: A Frugal Ecosystem Perspective
Suchit Ahuja, Yolande E. Chan
2016· article· en· International Conference on Information Systems· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
12
citations
affunlabeled
Creative consumers in impoverished situations
Stefanie Beninger, Karen Robson
2014· article· en· International Journal of Business and Emerging Markets· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
venueno affunlabeled
Empowerment, Emancipation and Engaged Engineering
John Bernhard Kleba, Cristiano Cordeiro Cruz
2021· article· en· International Journal of Engineering Social Justice and Peace· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
10
citations
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How this was built: Screen · Findings · About