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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
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.

1,698 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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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 3 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Learning from Social Group Work Traditions
Margot Breton
2005· article· en· Social Work With Groups· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
50
citations
affvenueaboutunlabeled
The Revival of Anti-Racism
Sheliza Ladhani, Kathleen C. Sitter
2020· article· en· Critical Social Work· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
49
citations
affunlabeled
Social work education and practice
Wes Shera, Marion Bogo
2001· article· en· International Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
49
citations
affaboutunlabeled
Is Social Work a Profession? The Canadian Response
Michael J. Holosko, Donald R. Leslie
2001· article· en· Research on Social Work Practice· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
49
citations
affaboutunlabeled
Making Organizations Work
Jeff Karabanow
2004· article· en· Journal of Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
48
citations
affaboutunlabeled
In the Third Space
Constance A. Barlow
2007· article· fr· International Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
47
citations
affunlabeled
How to Critically Evaluate Case Studies in Social Work
Eunjung Lee, Faye Mishna, Sarah Brennenstuhl
2009· article· en· Research on Social Work Practice· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
47
citations
affvenueunlabeled
Structural Social Work
Merlinda Weinberg
2019· article· en· Critical Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
43
citations
affvenueunlabeled
Field Education in Social Work
Susan Preston, Purnima George, Susan Silver
2019· article· en· Critical Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
41
citations

How this was built: Screen · Findings · About