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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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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
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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.

1,442 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 17 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
Finding Myself in Methodology
Maggie McDonnell
2017· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Autobiographical Creation
Antoinette Gagné, Sreemali Herath, Marlon Valencia
2017· book-chapter· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
The Art of Revising
Chris Watling
2023· article· en· Perspectives on Medical Education· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
1
citations
affno abstractunlabeled
Initial Teacher Education Practicum 2.0
Diana Petrarca, Shirley Van Nuland
2020· book-chapter· en· Springer international handbooks of education· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
venueaboutno affunlabeled
On Collaboration and Knowledge
Mavis Reimer
2009· article· en· Jeunesse Young People Texts Cultures· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Kolb’s Experiential Learning Cycle
Catherine W. Shoulders
2020· article· en· Cascade Journal of Knowledge· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Writing Centers' Praxis Is Not Neutral but Raced
Daniel Chang, Qinghua Chen, Angel Mei Yi Lin
2024· book-chapter· en· Advances in educational marketing, administration, and leadership book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
Setting Students up for Success
Mohammed Estaiteyeh, Nicole Campbell, Isha DeCoito, Mariam Takkouch
2023· article· en· GiLE Journal of Skills Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Readers' Advisory: RA School: Learning from ILS Faculty
Mary Grace Flaherty, Lisa Hussey, Catherine Sheldrick Ross, Paulette Rothbauer
2021· article· en· Reference & User Services Quarterly· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueunlabeled
ePortfolio to support professional development during experiential learning placements: Guided by students-as-partners theory, enabled through students-as-partners practice
Cicely Roche, Laine Abria, Orna Farrell, Jonathan Johnston, Tracy Penny Light, Alexandra McKibben +2 more
2023· article· en· International Journal for Students as Partners· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
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