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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.

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 Critical Thinking Development
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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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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.

2,368 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.
2,368 works in the cohort · of 4,299,418page 19 of 48

Labels cover 9 of 2,368 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 2,368 of 2,368 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
Encouraging Students to Read for Pleasure.
Barbara Braxton
2004· article· en· Teacher librarian· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Kindness and Empathy in Pedagogy
Tim Loreman
2011· book-chapter· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Virtue as Emergence From Contemplative Practices
Jing Lin, Tom Culham, Charles Scott
2020· article· en· Journal of Character Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
Anger and Pedagogy
Cris Mayo
2020· article· en· Philosophical Inquiry in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Role of Communication Skills: A Review
Shalini Saxena, Prachi Rastogi, Sh. Sachin Gupta, Sam Raj Nesamony
2022· review· en· World Journal of English Language· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Come, Let Us Reason Together
Matthew Etherington
2022· article· en· UNET JOSS Journal of Science and Society· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations

How this was built: Screen · Findings · About