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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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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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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 6 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.

aboutno affunlabeled
Contesting Higher Education
Donatella della Porta, Lorenzo Cini, César Guzmán‐Concha
2020· book· en· Bristol University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
The power of naming students-as-partners practices
Alison Casey
2024· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
venueno affunlabeled
The many manifestations of successful partnership
Alison Cook‐Sather, Sarah Slates, Meghan Allen, Ravanth Baskaran, Philippa Crombie, James Derounian +16 more
2021· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
Student partnership to achieve cultural change
Shuab Gamote, Leonie Edmead, Bethany Stewart, Tamara Patrick, Claire Hamshire, Rachel Forsyth
2022· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
5
citations
aboutno affunlabeled
Student Centeredness as Innovation
Donald Ipperciel
2020· article· en· The International Review of Information Ethics· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
Doctoral Education, Pedagogy, and Autoethnography
Cecile Badenhorst, Beverly FitzPatrick
2017· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
distilled prediction:candidate · stsconsensus · none
5
citations
affunlabeled
Exploring Duoethnography in Graduate Research Courses
Darren E. Lund, Kimberley Holmes, Aubrey Jean Hanson, Kathleen C. Sitter, David Scott, Kari Grain
2016· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations

How this was built: Screen · Findings · About