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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.

488 results · 1 filter active ·
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20002021
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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.
488 works in the cohort · of 4,299,418page 8 of 10

Labels cover 1 of 488 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 488 of 488 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.

venueno affno abstractunlabeled
Mange, mon ange
Odile Godard
2002· article· fr· Liberté· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
La langue et l’invisible
Chloé Gagné Dion, Marie Parent
2018· article· fr· Liberté· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Avec pas de classe
Suzanne Beth
2017· article· fr· Liberté· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
C.H.S. (extrait)
Christian Lapointe
2009· article· en· Liberté· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Contempler le rêve
Cathérine Mavrikakis
2015· article· fr· Liberté· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Briser le cycle
A. Ricard
2012· article· fr· Liberté· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
L’état d’éveil
Sylvie Massicotte
2005· article· fr· Liberté· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Objet : mon texte
Marie-Hélène Alarie
2004· article· fr· Liberté· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Me suis éveillé
Pierre Tousignant
2003· article· fr· Liberté· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Lettre de la terre promise
Sylvie Fabre G.
2002· article· fr· Liberté· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Céline en cellule
Robert Lévesque
2020· article· fr· Liberté· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Perdre le Nord
Julia Posca
2016· article· fr· Liberté· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Les voix absentes
Micheline Cambron
2005· article· fr· Liberté· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
La tuque des Turcs
Michel Peterson
2008· article· fr· Liberté· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Culture et colère
Georges-Émile Lapalme
2014· article· fr· Liberté· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Jadis et Giguère
Pierre Popovic
2004· article· fr· Liberté· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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