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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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Recherches sociographiques
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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.

1,541 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.
1,541 works in the cohort · of 4,299,418page 1 of 31

Labels cover 8 of 1,541 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 1,541 of 1,541 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
Recherches sociographiques
2012· paratext· fr· Recherches sociographiques· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
53
citations
venueno affunlabeled
La longue marche des technocrates
2005· article· fr· Recherches sociographiques· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
49
citations
venueaboutno affunlabeled
Essai de synthèse
2005· article· fr· Recherches sociographiques· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations
venueaboutno affunlabeled
Essor et déclin du Canada français
2005· article· fr· Recherches sociographiques· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
30
citations
affvenueaboutunlabeled
La construction religieuse de la nation
2006· article· fr· Recherches sociographiques· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
20
citations
affvenueunlabeled
Les banlieues de l’immigration
2003· article· fr· Recherches sociographiques· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
venueaboutno affunlabeled
Une obsession nationale: l'anglicisme
2005· article· fr· Recherches sociographiques· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
affvenueunlabeled
Les partis politiques municipaux
2013· article· fr· Recherches sociographiques· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
14
citations

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