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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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Educational Environments and Student Outcomes
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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.

472 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.
472 works in the cohort · of 4,299,418page 5 of 10

Labels cover 0 of 472 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 472 of 472 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Reorienting toward complexity in teacher education
Jody Dlouhy-Nelson, Kyle Hamilton, Darlene Loland, Leslie P. Shayer, Catherine Broom, Sabre Cherkowski +2 more
2023· article· en· Asia-Pacific Journal of Teacher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Noise in Classrooms
Steven Lapp
2020· article· en· Journal for Activist Science and Technology Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Seaquaria in Schools
David B. Zandvliet, Mary Holmes, Matthias Starzner
2011· book-chapter· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Built Environments
Indira Dutt
2013· book-chapter· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
Woolly Stories: An Art-Based Narrative Approach to Place Attachment
Kendra D. Stiwich, J. McCunn Lindsay, Chantey Dayal
2019· article· en· Engaged Scholar Journal Community-Engaged Research Teaching and Learning· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · metaresearch
1
citations
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How this was built: Screen · Findings · About