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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 32 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.

affvenueunlabeled
Introduction
Amy M. Alberton
2020· article· en· Critical Social Work· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Care Ethics that Matter
Christie Schultz
2022· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Fall/Spring 2023 Editorial
Carol Hostetter, Valerie D. Decker
2024· article· en· Advances in Social Work· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Remembering Amy Rossiter: Introduction
Anne O’Connell, Yuk‐Lin Renita Wong
2024· article· en· Critical Social Work· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Looking at field through a structural lens
Claudia Lahaie, Martha Wiebe, Karen Schwartz
2017· article· en· The Journal of Practice Teaching in Health and Social Work· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Stili vodenja v slovenski policiji
2024· other· sl· University of Maribor digital library (University of Maribor)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Egenomsorg og motivatorrollen
Lotte Orr Evron
2015· article· no· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Appeals Process
2016· article· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Voluntary Work
Alex C. Michalos, Alex C. Michalos
2014· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Social Justice, Overview
Michael Arfken
2014· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
‘Your voice deserves to be heard’
Annie Lambert, Sébastien Carrier, Philippe Roy
2024· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
Working in Canada
Ling Shi
2012· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Author’s Biography
Lea Tufford
2019· other· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Trauma and Social Work Field Education
Angela Judge-Stasiak, Julie Mann-Johnson, Stephanie Grant, Carrie Blaug, Krista Osborne, Amy Fulton +1 more
2025· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About