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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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Reflective Practices in Education
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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.

1,442 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.
1,442 works in the cohort · of 4,299,418page 9 of 29

Labels cover 9 of 1,442 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 1,442 of 1,442 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
“I Write to Know What I Think”: a Four-Year Writing Curriculum
E. E. LISTER, Nathan Kravis, Larry S. Sandberg, Jeffrey K. Halpern, Deborah L. Cabaniss, Meriamne B. Singer
2008· article· en· Journal of the American Psychoanalytic Association· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
From a Portfolio of Journals to a System of Knowledge Production
Matthew A. Cronin, Benjamin M. Galvin, Elizabeth George, Marc Gruber, Dirk Lindebaum, Gideon D. Markman +4 more
2025· article· en· Academy of Management Annals· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Reflective Language Teaching
Thomas S. C. Farrell
2024· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Phenomenography
Marguerite Koole
2023· book-chapter· en· Springer texts in education· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
venueno affunlabeled
Signature Pedagogies -- A Cautionary Tale
Theodore Kelly
2022· article· en· Imagining SoTL· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
6
citations
affvenueaboutunlabeled
USE OF EPORTFOLIO TOOL FOR REFLECTION IN ENGINEERING DESIGN
Ryan Clemmer, Jennifer C. Spencer, Dale Lackeyram, Jason Thompson, Bahram Gharabaghi, Jonathan VanderSteen +2 more
2015· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
6
citations
affunlabeled
A Shared Cabin in the Woods
Snežana Ratković, Michelle K. McGinn, Dragana Martinović, Ruth McQuirter
2019· article· en· Writing & Pedagogy· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
venueaboutno affunlabeled
Supervision as a Creative Act
Antoinette Oberg
2004· article· en· Journal of the Canadian Association for Curriculum Studies· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
6
citations
aboutno affunlabeled
Honors in the Master's: A New Perspective?.
Stan van Ginkel, Pierre van Eijl, Albert Pilot, John Zubizarreta
2012· article· en· Data Archiving and Networked Services (DANS)· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations

How this was built: Screen · Findings · About