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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, Achievement, and Giftedness
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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.

507 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.
507 works in the cohort · of 4,299,418page 7 of 11

Labels cover 1 of 507 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 507 of 507 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Ethnomathematics and aboriginal student anxiety
Catherine McGregor, Peter D. MacMillan, Barbara Old
2005· article· en· Academic exchange quarterly· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affvenueaboutunlabeled
The Gender Paradox in School Mathematics
Malcolm Cunningham
2017· article· en· Alberta Journal of Educational Research· Psychology
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
The Gifted Child
Valentina Intagliata, Rebecca J. Scharf
2017· editorial· en· Pediatrics in Review· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
BREAKING THE CYCLE: ONLY 1,920 MORE YEARS TO EQUITY
Rick Seaman, Kathy Nolan, Sonya Corbin Dwyer
2001· article· en· Journal of Women and Minorities in Science and Engineering· Psychology
distilled prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About