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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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Socialist studies
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Retraction
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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.

348 results · 1 filter active ·
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20052025
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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.
348 works in the cohort · of 4,299,418page 2 of 7

Labels cover 2 of 348 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 348 of 348 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Facts, Principles and the Third Man
Lea Ypi
2012· article· en· Socialist studies· Social Sciences
distilled prediction:candidate · stsconsensus · sts
7
citations
affvenueaboutunlabeled
Austerity for Whom?
Stephen McBride, Heather Whiteside
2011· article· en· Socialist studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
affvenueunlabeled
A Peace Paradigm in Social Work.
Adenike Yesufu
2009· article· en· Socialist studies· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
4
citations
venueno affunlabeled
Marxism and Social Movements
Elaine Coburn
2016· article· en· Socialist studies· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations
venueaboutno affunlabeled
Auntie Dialogues
Paulina Johnson, Juan David Guevara Salamanca
2023· article· en· Socialist studies· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
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How this was built: Screen · Findings · About