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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 Sciences
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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
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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.

226 results · 1 filter active ·
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20102025
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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.
226 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 226 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 226 of 226 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Supporting New Teachers as Designers of Learning
Barbara Brown, Sharon Friesen, Jaime Beck, Verena Roberts
2020· article· en· Education Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
36
citations
afffundunlabeled
Engineering Student Experiences of Group Work
Amin Reza Rajabzadeh, Jennifer Long, Guneet Saini, Melec Zeadin
2022· article· en· Education Sciences· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affunlabeled
Context Matters in Gifted Education
Bruce M. Shore
2021· article· en· Education Sciences· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
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How this was built: Screen · Findings · About