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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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Education and Islamic Studies
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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.

903 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.
903 works in the cohort · of 4,299,418page 5 of 19

Labels cover 9 of 903 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 903 of 903 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Trends of the Arabic Research on the Nature of Science
Suad Alhamlan, Haya Aljasser, Asma Almajed, Sozan Hussain Omar
2018· article· en· International Education Studies· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
aboutno affunlabeled
Al-Huda International
Usha Sanyal
2015· article· en· Hawwa· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
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