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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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ORBi UMONS
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

366 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.
366 works in the cohort · of 4,299,418page 2 of 8

Labels cover 1 of 366 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 366 of 366 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Fusions bancaires : quelle communication financière
Mélanie Croquet, Laurent Arnone, Chantal Scoubeau, Anne Heldenbergh
2004· article· en· ORBi UMONS· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
La gouvernance
Antoine Buchet, Élodie Deprince, Valentine Fays, Laure Radermecker, Emmanuel Sukadi A Sukadi
2018· article· fr· ORBi UMONS
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Identifiez votre profil d'investisseur
Chantal Scoubeau, Laetitia Pozniak
2018· article· fr· ORBi UMONS· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Canada : le français, minoritaire et minorisé
Juan Jiménez-Salcedo, Jean-Rémi Carbonneau
2021· article· fr· ORBi UMONS· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Transition dans la recherche: le METIS
David Jamar
2019· article· fr· ORBi UMONS· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Internet comme outil de communication RSE
Laurent Arnone, Perrine Ferauge, Angy Geerts, Laetitia Pozniak
2010· preprint· fr· ORBi UMONS· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
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