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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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Cultural Insights and Digital Impacts
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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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venuejournal
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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.

6,036 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.
6,036 works in the cohort · of 4,299,418page 81 of 121

Labels cover 22 of 6,036 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 6,036 of 6,036 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 affunlabeled
Machines romanesques
Estelle Mouton-Rovira
2024· article· fr· Sens public· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
20 ans d’archivage du web
Christine Genin
2018· article· fr· Biens Symboliques / Symbolic Goods· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Chapitre 11. Le livrel et le format ePub
Fabrice Marcoux
2014· book-chapter· fr· Presses de l’Université de Montréal eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Uncovering the Politics Behind Adobe Stock
Angelica Martinez Ochoa
2021· article· en· The Open/Technology in Education Society and Scholarship Association Conference· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Correction
2022· article· en· Canadian Society of Forensic Science Journal· Computer Science
machine prediction:candidate · research_integrityconsensus · none
0
citations
aboutno affunlabeled
Métiers et compétences
Julie Estève, Cécilia Ratignier, Mireille Lamouroux
2011· article· fr· Documentaliste-Sciences de l Information· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
De l’art à l’écriture : plusieurs mains
Carla Cattafi, Lauren Kafal, Megan Minuk, Vanna Mom, Anna Simiganoschi, Kerri-Lee Vogan
2014· article· fr· Voix Plurielles· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
La lecture hors-piste
Bruno Lemieux
2004· article· fr· Érudit (Université de Montréal)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
<i>Laisse venir</i> et les autres
Enrico Agostini Marchese
2025· article· fr· Sens public· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Livres d’artistes, livresnumériques
Émeline Brulé, Lucile Haute
2025· article· fr· Sens public· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Les bruits de la désécriture
Margot Mellet
2025· article· fr· Sens public· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Le soin dans la relation éditoriale
Kiev Renaud, Alex Viens
2025· article· fr· Sens public· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
ENTRE LE POCAILLE ET LE POÈTE
Laurance Ouellet Tremblay
2018· article· fr· Voix et Images· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Controlling Words
André Schiffrin, Amudha Lingeswaran
2014· article· en· Sens public· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Défis des champions 1
Valérie Gagné
2009· article· fr· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Direction du
2015· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Le cœur artificiel
Sophie des Déserts
2015· article· fr· Les Tribunes de la santé· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Avant-propos : Le cinquantième numéro
Suzanne Baudemont
2004· article· fr· Revue française de civilisation britannique· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About