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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
Retraction
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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.

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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 4 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Phenomenographic Approaches in Research About Nursing
Martha M. Whitfield, Mike Mimirinis, Danielle Macdonald, Tracy Klein, Rosemary Wilson
2023· article· en· Global Qualitative Nursing Research· Social Sciences
machine prediction:candidate · metaresearchconsensus · none
23
citations
affunlabeled
Preceptors Matter: An Evolving Framework
Brenda Paton, Roxie Thompson-Isherwood, Lorraine M. Thirsk
2009· article· en· Journal of Nursing Education· Social Sciences
machine prediction:candidate · noneconsensus · none
22
citations
venueno affunlabeled
Pre-Service Portfolios: A Base for Professional Growth
Carol Rolheiser, Susan E. Schwartz
2001· article· en· Canadian Journal of Education / Revue canadienne de l éducation· Social Sciences
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
The Mentored Journal
Hope Bilinski
2002· article· en· Nurse Educator· Social Sciences
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Rigorous Phenomenography: A Conceptual Model
Jennifer M. Straub, Nancy Maynes
2021· article· en· Journal of Studies in Education· Social Sciences
machine prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Engaged Scholarship
2013· book· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
A Fugue About Grief
Karen V. Lee
2006· article· en· Qualitative Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
18
citations
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How this was built: Screen · Findings · About