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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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Physical Education and Pedagogy
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

733 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.
733 works in the cohort · of 4,299,418page 8 of 15

Labels cover 2 of 733 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 733 of 733 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
iTeach, iDance
Nathaniel Ostashewski, Doug Reid
2010· article· en· ASCILITE Publications· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Sport, Coaching, and Performance
Jim Denison, Zoë Avner
2022· book-chapter· en· Oxford University Press eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
S-STEP in Physical Education Teacher Education
Tim D. Fletcher, Alan Ovens
2020· book-chapter· en· Springer international handbooks of education· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Organisation theory and sport management
Milena M. Parent, Danny O’Brien, Trevor Slack
2011· book-chapter· en· Bond University Research Portal (Bond University)· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About