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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.

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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French Literature and Criticism
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

313 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.
313 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 313 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 313 of 313 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.

affunlabeled
Bibliographie
Serge Cardinal
2018· book-chapter· fr· Presses universitaires de Strasbourg eBooks· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
The Fraternity of Metaphors
Des O’Rawe
2010· article· en· Kinema A Journal for Film and Audiovisual Media· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Allégorie, détails et digression
Jean-François Poirier
2016· article· fr· Le Portique· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
James Hogg and The Unfathomable Hell
Richard D. Jackson
2003· article· en· Romanticism on the Net· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Marie de Gournay
Leah Chang
2015· reference-entry· en· Renaissance and Reformation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Wittgenstein, philosophe des romanciers
Audrey Lemieux
2014· article· fr· Recherches sémiotiques· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Point of View and Embodiment Revisited
2025· article· en· Eighteenth-Century Fiction· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Zola, le réalisme et l’imagination
François‐Marie Mourad
2015· article· fr· Études françaises· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About