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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 5 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
Reflecting on community/academic `collaboration'
Debra Langan, Mavis Morton
2009· article· en· Action Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
30
citations
affunlabeled
Ethnomethodology for Social Work
Gerald A. J. de Montigny
2007· article· en· Qualitative Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
30
citations
affvenueunlabeled
Anti-Oppression Through a Postmodern Lens
Catrina Brown
2019· article· en· Critical Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
Small Steps Toward Social Justice
Margot Breton
2012· article· en· Social Work With Groups· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
Pedagogical Methods of Teaching Social Justice in Social Work: A Scoping Review
Eunjung Lee, Toula Kourgiantakis, Ran Hu, Andrea Greenblatt, Judith Logan
2022· review· en· Research on Social Work Practice· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
27
citations
affunlabeled
Disaster Responders
Maria Elena Puig, Jennifer Glynn
2003· article· en· Journal of Social Service Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
26
citations
affno abstractunlabeled
Community Practice and Social Development in Social Work
Sarah Todd, Julie Drolet
2020· book· en· Social Work· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
26
citations
aboutno affunlabeled
Another Look at the NIMBY Phenomenon
Do-yeong Kim
2000· letter· en· Health & Social Work· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
26
citations
affno abstractunlabeled
Decision-Making and Evidence in Direct Practice
Anne-Marie McLaughlin, Michael Rothery, Rochelle Babins-Wagner, Barbara Schleifer
2009· article· en· Clinical Social Work Journal· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
26
citations
affunlabeled
Bridging the Fragmented Community
Miu Chung Yan
2004· article· en· Journal of Community Practice· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
26
citations
aboutno affunlabeled
Social Work and Indigenous Peoples in Canada
Cyndy Baskin, Danielle Sinclair
2015· reference-entry· en· Encyclopedia of Social Work· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
25
citations
affno abstractunlabeled
The Survival of Social Group Work: A Call to Action
Roselle Kurland, Robert Salmon, Mary C. Bitel, Harriet Goodman, Keren Ludwig, Emily Wolff Newmann +1 more
2004· article· en· Social Work With Groups· Social Sciences
distilled prediction:candidate · stsconsensus · none
25
citations
affunlabeled
Going home: Social work across and about borders
Samantha Wehbi, Henry Parada, Purnima George, Iara Lessa
2014· article· en· International Social Work· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
25
citations

How this was built: Screen · Findings · About