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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.

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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 2 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
Emerging Strategies Against Poverty
2003· article· en· Journal of Management Inquiry· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
68
citations
affunlabeled
Developing leaders? developing countries?
2006· article· en· Development in Practice· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
66
citations
affunlabeled
CGIP: MAnaging consumer-generated intellectual property
2015· article· en· IRIS - Institutional Research Information System (Libera Università Internazionale degli Studi Sociali Guido Carli)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
60
citations
affunlabeled
Governmentality at the Base-of-the-Pyramid
2011· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations
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