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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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HAL (Le Centre pour la Communication Scientifique Directe)
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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.

21,501 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.
21,501 works in the cohort · of 4,299,418page 319 of 431

Labels cover 57 of 21,501 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 21,501 of 21,501 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
Digital Soft-Skills for Educators
Djibril Dieng
2023· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Verso una semiotica della manipolazione
Alessandra Pozzo, Volli Ugo, Marrone Caterina, Roberto Pellerey, Gallo Giusy, Bertolotti Riccardo
2023· other· en· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
CFD and aerosol dynamics Box-model to improve dispersion models
Emmanuel Montreuil, Sigrun Matthes, François Garnier, Víctor Archilla, Weeded Ghedhaïfi, Mattia Righi +1 more
2020· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Transient Alkaline Lakes on Mars: The Key to Rapid Oxidation?
Mattéo Loche, Sébastien Fabre, Benjamin M. Tutolo, A. Cousin, D Camila Jaimes Fajardo, Vincent Chevrier +1 more
2025· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
La détection, le dépistage et l’évaluation de la douance
Line Massé, Marie‐France Nadeau, Claudia Verret, Amélie Courtinat-Camps, Anne Brault‐Labbé, Claire Baudry
2024· book-chapter· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Droits linguistiques et aménagement des langues
Bénédicte Pivot, Ali Reguigui, Julie Boissonneault
2024· book· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
OSSOS measures the orbital ne structure of main-belt TNOs
J. J. Kavelaars, Jean-Marc C. Petit, Mike Alexandersen, Michele T. Bannister, Stephen Gwyn, Ying-Tung Chen +1 more
2023· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Pikmin Bloom : dérive vidéoludique urbaine
Lescouet Emmanuelle
2022· article· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
L’archéologie investie par la déontologie
Béline Pasquini, Ségolène Vandevelde
2024· book-chapter· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
machine prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Suspension of active rod-like particles in complex flows
Hamza Issa, Giovanniantonio Natale, Gilles Ausias, Julien Férec
2024· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Évaluer les obstacles et les facilitateurs à la participation sociale en contextes scolaires et professionnels de jeunes atteints de mucoviscidose: Enjeux du recours aux méthodes mixtes pour saisir le poids de l'environnement humain
Sylvain Ferez, Laura Silvestri, Damien Issanchou, Normand Boucher, Patrick Fougeyrollas
2023· article· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Psychology
machine prediction:candidate · metaresearchconsensus · none
0
citations
affunlabeled
Cordes-Tolosannes (82). Abbaye de Belleperche
Patrice Georges-Zimmermann, Sidonie Bochaton, Jean-Michel Garric, Lucie Buffaral-Daunes
2023· report· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Hospitalité et droit dans l’Antiquité romaine
Marie-Adeline Le Guennec
2023· article· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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