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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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Revue française des sciences de l’information et de la communication
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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
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.

80 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.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 80 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 80 of 80 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 sociologie des usages, et après ?
Serge Proulx
2015· article· fr· Revue française des sciences de l’information et de la communication· Social Sciences
machine prediction:candidate · noneconsensus · none
62
citations
affunlabeled
Le libre accès vu d’Afrique francophone subsaharienne
Florence Piron, Antonin Benoît Diouf, Zoé Aubierge Ouangré, Djossè Roméo Tessy, Hamissou Rhissa Achaffert, Anderson Pierre +1 more
2017· article· fr· Revue française des sciences de l’information et de la communication· Social Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
18
citations
affaboutunlabeled
Retour sur le concept de transaction
Benoît Cordelier
2016· article· fr· Revue française des sciences de l’information et de la communication· Computer Science
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Le cinéma comme forme de communication floue
Laurent Jullier
2016· article· fr· Revue française des sciences de l’information et de la communication· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Georgalou, M. Discourse and identity on Facebook
Yves Laberge
2021· article· fr· Revue française des sciences de l’information et de la communication· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
L’éthique comme méthode en communication
Camille Alloing, Mariannig Le Béchec
2022· article· fr· Revue française des sciences de l’information et de la communication· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Communication & Management
Bruno Chaudet
2021· article· fr· Revue française des sciences de l’information et de la communication· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About