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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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Revue Communication & professionnalisation
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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.

31 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.
31 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 31 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 31 of 31 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
La lutte pour la reconnaissance ?
Patrice de La Broise
2013· article· fr· Revue Communication & professionnalisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
313
citations
affaboutunlabeled
Figures et dynamiques de la professionnalisation des communicateurs
Dany Baillargeon, Vincent Brulois, Catherine Coyette, Marc D. David, François Lambotte, Valérie Lépine
2013· article· fr· Revue Communication & professionnalisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Liberté et précarité comme nouvelles valeurs ?
Arnaud Anciaux, Renaud Carbasse, Josianne Millette, Anne-Sophie Gobeil
2019· article· fr· Revue Communication & professionnalisation· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
La RSE : mentir donne de si bons résultats
Bernard Dagenais
2014· article· fr· Revue Communication & professionnalisation· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Créativité et IA
Dany Baillargeon, Loïc-Alexandre Rousseau
2025· article· fr· Revue Communication & professionnalisation· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Points de vue sur la plateformisation
Julien Pierre, Amaryllis Beaudry
2025· article· fr· Revue Communication & professionnalisation· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Les dérapages des relations publiques
Bernard Dagenais
2013· article· fr· Revue Communication & professionnalisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations

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