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

352 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
352 works in the cohort · of 4,299,418page 1 of 8

Labels cover 0 of 352 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 352 of 352 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A Tutorial on the Cross-Entropy Method
2005· article· en· Annals of Operations Research· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3,031
citations
affno abstractunlabeled
An overview of bilevel optimization
2007· article· en· Annals of Operations Research· Computer Science
distilled prediction:candidate · noneconsensus · none
1,430
citations
affno abstractunlabeled
Location of Preventive Health Care Facilities
2002· article· en· Annals of Operations Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
161
citations
affno abstractunlabeled
Facility location for large-scale emergencies
2010· article· en· Annals of Operations Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
153
citations
afffundno abstractunlabeled
Optimal location with equitable loads
2008· article· en· Annals of Operations Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
affno abstractunlabeled
The management of high seas fisheries
2000· article· en· Annals of Operations Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
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How this was built: Screen · Findings · About