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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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Sustainability in Higher Education
Retraction
Abstract
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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.

555 results · 1 filter active ·
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20022025
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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.
555 works in the cohort · of 4,299,418page 2 of 12

Labels cover 1 of 555 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 555 of 555 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Recreating the university from within
Janet Moore, Freda Pagani, Moura Quayle, John Robinson, Brenda Sawada, George B. Spiegelman +1 more
2005· article· en· International Journal of Sustainability in Higher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
60
citations
affunlabeled
Teaching life cycle assessment in higher education
Tobias Viere, Ben Amor, Nicolas Berger, Ruba Dolfing Fanous, Rachel Horta Arduin, Regula Keller +6 more
2020· article· en· The International Journal of Life Cycle Assessment· Social Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
afffundunlabeled
SEEDing sustainability
Anthony Brunetti, Royann J. Petrell, Brenda Sawada
2003· article· en· International Journal of Sustainability in Higher Education· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
40
citations
venueno affunlabeled
Community and Environmental Sustainability
Cathryne L. Schmitz, Christine H. Stinson, Channelle D. James
2019· article· en· Critical Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
32
citations
affaboutunlabeled
Sustainability in Canadian post-secondary institutions
Dan Beveridge, Marcia McKenzie, Philip Vaughter, Tarah Wright
2015· article· en· International Journal of Sustainability in Higher Education· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
31
citations
affunlabeled
The Leading Edge of Teacher Education and ESD
Rosalyn McKeown
2014· article· en· Journal of Education for Sustainable Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
30
citations
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