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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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School Leadership and Management
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Retraction
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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.

27 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
27 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 27 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 27 of 27 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Seven strong claims about successful school leadership
Kenneth Leithwood, Alma Harris, David Hopkins
2008· article· en· School Leadership and Management· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2,400
citations
aboutno affunlabeled
The wider pedagogical role of teaching assistants
Rob Webster, Peter Blatchford, Paul Bassett, Penelope Brown, Clare Martin, Anthony Russell
2011· article· en· School Leadership and Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
102
citations
fundaboutno affunlabeled
Principal preparation – still an act of faith?
Mike Cowie, Megan Crawford
2007· article· en· School Leadership and Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
95
citations
aboutno affunlabeled
Team leadership in upper secondary education1
Jorunn Møller, Astrid Birgitte Eggen
2005· article· en· School Leadership and Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
45
citations
affaboutunlabeled
Contextualised shared leadership: A Canadian case study
Charles F. Webber, Jodi Nıckel, Sarah Hamilton, Dana Braunberger
2024· article· en· School Leadership and Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations

How this was built: Screen · Findings · About