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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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Social Work Education and Practice
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,698 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.
1,698 works in the cohort · of 4,299,418page 2 of 34

Labels cover 9 of 1,698 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 1,698 of 1,698 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.

aboutno affunlabeled
Women and the Work of Community
Lynn A. Staeheli
2003· article· en· Environment and Planning A Economy and Space· Social Sciences
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Critical Reflection in Context
Jan Fook, Fiona Gardner
2012· book· en· Social Sciences
machine prediction:candidate · noneconsensus · none
58
citations
aboutno affunlabeled
Social Work Research and Global Environmental Change
Lisa Reyes Mason, Mary Katherine Shires, Catherine Arwood, Abigail Borst
2017· article· en· Journal of the Society for Social Work and Research· Social Sciences
machine prediction:candidate · noneconsensus · none
57
citations
affaboutunlabeled
STATUS OF WOMEN IN SOCIAL WORK EDUCATION
Izumi Sakamoto, Jeane W. Anastas, Beverly A. McPhail, Lisa G. Colarossi
2008· article· en· Journal of Social Work Education· Social Sciences
machine prediction:candidate · noneconsensus · none
54
citations

How this was built: Screen · Findings · About