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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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Palgrave studies in adult education and lifelong learning
Topic
Retraction
Abstract
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Study design
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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.

8 results · 1 filter active ·
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20222025
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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.
8 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 8 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 8 of 8 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Human Capital Theory and Its Discontents
Gavin Moodie, Leesa Wheelahan
2023· book-chapter· en· Palgrave studies in adult education and lifelong learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
A Typology of Tertiary Education Systems
Gavin Moodie
2022· book-chapter· en· Palgrave studies in adult education and lifelong learning· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affaboutno abstractunlabeled
Quebec cégeps as Models of Social and Curricular Adaptation
Alexandre Beaupré-Lavallée, Olivier Bégin‐Caouette
2022· book-chapter· en· Palgrave studies in adult education and lifelong learning· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
War and Peace
Tom Woodin, Keith Vernon, Linda Shaw
2025· book-chapter· en· Palgrave studies in adult education and lifelong learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Elizabeth Knight, Ann‐Marie Bathmaker, Gavin Moodie, Kevin Orr, Susan Webb, Leesa Wheelahan
2022· book-chapter· en· Palgrave studies in adult education and lifelong learning· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About