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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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Deep Blue (University of Michigan)
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Retraction
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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
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

213 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.
213 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 213 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 213 of 213 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
A GLOBAL VIEW OF CROSS-BORDER MIGRATION
Julian di Giovanni, Andrei A. Levchenko, Francesc Ortega
2015· article· en· Deep Blue (University of Michigan)· Social Sciences
distilled prediction:candidate · noneconsensus · none
148
citations
affunlabeled
Corporate Stability and Economic Growth
Kathy S. He, Randall Mørck, Bernard Yeung
2003· preprint· en· Deep Blue (University of Michigan)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
99
citations
fundno affunlabeled
ScanSSH - Scanning the Internet for SSH Servers
Niels Provos, Peter Honeyman
2001· article· en· Deep Blue (University of Michigan)· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
Why Do Governments Privatize
Loren Brandt, Hongbin Li, Joanne Roberts
2001· preprint· en· Deep Blue (University of Michigan)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
fundno affunlabeled
The political representation of the poor
Karen Jusko
2008· dissertation· en· Deep Blue (University of Michigan)· Social Sciences
distilled prediction:candidate · stsconsensus · none
11
citations
affunlabeled
Information Bundling in a Dynamic Environment
Christopher Brooks, Rajarshi Das, Jeffrey O. Kephart, Jeffrey K. MacKie–Mason, Robert S. Gazzale
2001· article· en· Deep Blue (University of Michigan)· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Flexibility of English stress.
Hyoyoung Kim
2000· article· en· Deep Blue (University of Michigan)· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Effective Tax Rates in Transition
Vlad Ivanenko
2001· preprint· en· Deep Blue (University of Michigan)· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
A general model of avian biodiversity.
Patrick Mooney
2007· article· en· Deep Blue (University of Michigan)· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
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