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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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Regional Socio-Economic Development Trends
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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.

629 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.
629 works in the cohort · of 4,299,418page 3 of 13

Labels cover 1 of 629 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 629 of 629 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
PRESERVATION OF HISTORICAL QUARTER №117 OF PERM
2016· article· en· Bulletin of the PNRPU Applied ecology Urban development· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Город и право
2015· article· en· Городские исследования и практики· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
THE GERMANS IN RUSSIA IN XVIIIth - FIRST QUARTER OF THE XIXth CENTURY
2021· article· ru· Вестник Тверского государственного университета Серия История· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
1
citations
aboutno affunlabeled
ОПРЕДЕЛЕНИЕ ПЕРСПЕКТИВНЫХ ФИНАНСОВЫХ ЦЕНТРОВ С ПОЗИЦИИ ФУНДАМЕНТАЛЬНЫХ ТЕОРЕТИЧЕСКИХ КОНЦЕПЦИЙ // The Identification of the Perspective Financial Centres Based on Fundamental Theoretical Approaches
2017· article· ru· Экономика. Налоги. Право // Economics, taxes & law· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · sts
1
citations
aboutno affunlabeled
Zigzags of the Post-Imperial Syndrome
2022· article· en· Herald of the Russian Academy of Sciences· Social Sciences
distilled prediction:candidate · stsconsensus · sts
1
citations

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