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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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Mount Royal Undergraduate Humanities Review (MRUHR)
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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
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.

72 results · 1 filter active ·
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20132025
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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.
72 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 72 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 72 of 72 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.

affvenueunlabeled
Front Matter
Heath Milo
2014· paratext· en· Mount Royal Undergraduate Humanities Review (MRUHR)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
History and Humor
Amy Hinz
2024· article· en· Mount Royal Undergraduate Humanities Review (MRUHR)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
The Trial of Grace Marks
Ashley J. Banbury
2013· article· en· Mount Royal Undergraduate Humanities Review (MRUHR)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
The Way of the Warrior in Interwar Japan
Jake Sawyer
2015· article· en· Mount Royal Undergraduate Humanities Review (MRUHR)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Lure of Jordan Peele’s Get Out!
Tia Myriani
2024· article· en· Mount Royal Undergraduate Humanities Review (MRUHR)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Front Matter
Kenny Reilly, Cameron J. Mitchell
2018· paratext· en· Mount Royal Undergraduate Humanities Review (MRUHR)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
One Territory, Two Worlds
Luke Gardiner
2024· article· en· Mount Royal Undergraduate Humanities Review (MRUHR)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Influences of Racial Science in Hitler’s Europe
Ana Susnjar
2017· article· en· Mount Royal Undergraduate Humanities Review (MRUHR)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · stsconsensus · none
0
citations
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