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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 Research Studies
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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.

1,012 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,012 works in the cohort · of 4,299,418page 4 of 21

Labels cover 4 of 1,012 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 1,012 of 1,012 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueaboutunlabeled
A Profile of Undergraduate Student Parents in Canada
Tricia van Rhijn, Trudy Smit Quosai, Donna S. Lero
2011· article· en· Canadian Journal of Higher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affaboutunlabeled
The Transition to University
Michael W. Pratt
2000· article· en· Journal of Adolescent Research· Social Sciences
distilled prediction:candidate · stsconsensus · none
22
citations
affunlabeled
Using Focus Groups to Design a Valid Questionnaire
Peter J. McLeod, Tim Meagher, Yvonne Steinert, Don Boudreau
2000· article· en· Academic Medicine· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affvenueunlabeled
Persistence and Academic Success in University
Martin Dooley, A. Abigail Payne, A. Leslie Robb
2012· article· fr· Canadian Public Policy· Social Sciences
distilled prediction:candidate · noneconsensus · none
21
citations
afffundunlabeled
“Returning the Dues”
Carl E. James, Celia Haig‐Brown
2001· article· en· Urban Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
aboutno affno abstractunlabeled
Factors Affecting Attrition at a Canadian College
Roger Fisher, Joe Engemann
2009· article· en· Bibliothèque et Archives nationales du Québec (Québec government)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
20
citations
afffundunlabeled
The Consumption Value of College
Yifan Gong, Lance Lochner, Ralph Stinebrickner, Todd Stinebrickner
2019· report· en· National Bureau of Economic Research· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
19
citations
aboutno affunlabeled
Applied and Workforce Baccalaureates
Kenneth P. Walker, Deborah L. Floyd
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
affvenueunlabeled
Persistence and Academic Success in University
Martin Dooley, A. Abigail Payne, A. Leslie Robb
2012· article· en· Canadian Public Policy· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations

How this was built: Screen · Findings · About