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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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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.

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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.

565 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.
565 works in the cohort · of 4,299,418page 2 of 12

Labels cover 2 of 565 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 565 of 565 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.

venueaboutno affunlabeled
La mortalité par suicide au Québec
Richard Boyer, Danielle St-Laurent
2021· article· fr· Frontières· Psychology
machine prediction:candidate · noneconsensus · none
4
citations
venueno affno abstractunlabeled
Le Temple de l’Honneur
François Gauthier
2004· article· fr· Frontières· Social Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affvenueunlabeled
L’étranger à la porte
Ellen Corin
2021· article· fr· Frontières· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affvenueaboutunlabeled
Les médicaments antirétroviraux et le VIH/sida
Stéphanie Argentier, Mylène Fernet, Joseph J. Lévy, Robert Bastien, René Fernet, Germain Trottier +7 more
2020· article· fr· Frontières· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
L’invasion néo-zombie
Antonio Domínguez Leiva
2011· article· fr· Frontières· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
venueaboutno affunlabeled
Suicide, hommes et socialisation
Lucie Charbonneau, Janie Houle
2021· article· fr· Frontières· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Voir et montrer la mort animale
Olivier Givre, Alice Franck, Jean Gardin
2019· article· fr· Frontières· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affvenueunlabeled
L’horreur et l’humanité
Cécile Rousseau
2020· article· fr· Frontières· Psychology
machine prediction:candidate · noneconsensus · none
3
citations
affvenueunlabeled
Torture et deuil du sujet
Gabrielle Roy
2019· article· fr· Frontières· Psychology
machine prediction:candidate · noneconsensus · none
3
citations
affvenueaboutunlabeled
La mort en chiffres
Marc Termote
2020· article· fr· Frontières· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affvenueaboutunlabeled
L’euthanasie et l’aide au suicide
Valérie Chamberland
2012· article· fr· Frontières· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Le calme après la tempête
Josianne Crête
2010· article· fr· Frontières· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Rendre son dû à la Peur
Pierre Migneault
2021· article· fr· Frontières· Psychology
machine prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
Reprendre l’aviron
Diane Laflamme
2006· article· fr· Frontières· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About