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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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Discover Archive (Vanderbilt University)
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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
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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.

57 results · 1 filter active ·
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20002020
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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.
57 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 57 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 57 of 57 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Where the Light Is
2009· other· en· Discover Archive (Vanderbilt University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Where the Light Is
2009· other· en· Discover Archive (Vanderbilt University)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
The Production Function of the Regulatory State
2017· article· en· Discover Archive (Vanderbilt University)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Snacks 33-- Randy Reiserer
2008· other· en· Discover Archive (Vanderbilt University)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Blair Quarter Note; Vol. 31 No. 02, 2007
2007· other· en· Discover Archive (Vanderbilt University)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Politics and Judgment
2005· article· en· Discover Archive (Vanderbilt University)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Nashville
2008· other· en· Discover Archive (Vanderbilt University)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Douglas Edward Leach Papers Finding Aid
2010· article· en· Discover Archive (Vanderbilt University)· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
The Purpose of Copyright Law in Canada
2005· article· en· Discover Archive (Vanderbilt University)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Social Choice: Recent Developments
2006· report· en· Discover Archive (Vanderbilt University)
machine prediction:candidate · noneconsensus · none
0
citations
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