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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 14 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
Reflective Practice for Language Teachers
Thomas S. C. Farrell
2025· other· en· The TESOL Encyclopedia of English Language Teaching· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
Reflections on Creating a Student-Run Journal: A Duo-ethnography
Maisha M. Syeda, Jon Woodend, Gina Ko, Teresa Anne Fowler, Konstantinos Chondros, Brianna Hilman +1 more
2017· article· en· ResearchOnline at James Cook University (James Cook University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
2
citations
affno abstractunlabeled
Reviewing to Learn
Linda Liebenberg
2017· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
2
citations
affunlabeled
Sports coaching review editorial: a critical commentary
Robyn L. Jones, Jim Denison, Charles L. T. Corsby
2023· review· en· Sports Coaching Review· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
2
citations
fundno affunlabeled
Developing Writers in Higher Education
2019· book· en· University of Michigan Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Toward a Framework/Data Model
Franc Feng
2006· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations

How this was built: Screen · Findings · About