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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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Policy Futures in Education
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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.

119 results · 1 filter active ·
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20032025
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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.
119 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 119 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 119 of 119 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Wealth of Networks
Philippe Aigrain, Leslie Chan, Jean‐Claude Guédon, John Willinsky, Yochai Benkler
2008· article· en· Policy Futures in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
afffundunlabeled
Media and Policy in Education
Michelle Stack, Megan Boler
2007· article· en· Policy Futures in Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
America's Descent into Madness
Henry A. Giroux
2014· article· en· Policy Futures in Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
A Conversation with Jacques Daignault
Diana Masny, Jacques Daignault
2011· article· en· Policy Futures in Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
A Reply to Mike Cole
David G. Smith
2004· article· en· Policy Futures in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About