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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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Higher Education Practises and Engagement
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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
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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.

1,013 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.
1,013 works in the cohort · of 4,299,418page 4 of 21

Labels cover 14 of 1,013 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 1,013 of 1,013 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
An agile approach to co-creation of the curriculum
John Mackenzie Owen, Catherine Wasiuk
2021· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
affvenueaboutunlabeled
SoTL Research Fellows: Collaborative Pathfinding through Uncertain Terrain
Elizabeth Marquis, Trevor Holmes, Konstantinos Apostolou, Dan Centea, Robert Cockcroft, Kris Knorr +3 more
2017· article· en· The Canadian Journal for the Scholarship of Teaching and Learning· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · metaresearch
12
citations
affvenueaboutunlabeled
Perceptions of the Impact of Online Learning as a Distance-based Learning Model on the Professional Practices of Working Nurses in Northern Ontario | Perceptions de l’impact de l’apprentissage en ligne comme modèle d’apprentissage à distance sur les pratiques professionnelles du personnel infirmier du nord de l’Ontario
Lorraine Mary Carter, Mary Hanna, Wayne Warry
2016· article· en· Canadian Journal of Learning and Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
venueno affunlabeled
The partnership co-creation process: Conditions for success?
Susan Smith, Kimiya Akhyani, Dan Axson, Andre Arnautu, Ilina Stanimirova
2021· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
11
citations
affaboutunlabeled
Becoming an Intercultural Doctoral Student
Tram Anh Bui
2021· article· en· Journal of International Students· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
venueno affunlabeled
Special section editorial: Students as partners in Third Spaces
Sara Hawley, Julian McDougall, John Potter, Phil Wilkinson
2019· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
9
citations
affunlabeled
A Provocation: Quality is service
Dorothy Lander
2000· article· en· Quality in Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
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