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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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Work-Family Balance Challenges
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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.

1,516 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.
1,516 works in the cohort · of 4,299,418page 19 of 31

Labels cover 1 of 1,516 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 1,516 of 1,516 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Negotiating Work–Life
Brenda L. Berkelaar, LaRae D. Tronstad
2017· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrityconsensus · none
3
citations
aboutno affunlabeled
The Mommy Trek? Working Womens Choices
Susan Eisner
2007· article· en· Journal of Diversity Management (JDM)· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
Remote Work Realities and Public Sector Burnout
Aruna Kumari, Preet Kanwal, Shalu Singh, Monalisha Patel, Gagandeep Kaur, Shashank Mittal +1 more
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Remote Work and Skill Expectations
Letian Zhang, Shinan Wang, Zhenyu Liao
2023· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Adolescent Time Use Trends: France 1986 to 1998
Alain Chenu, Laurent Lesnard
2005· article· fr· Loisir et Société / Society and Leisure· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
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How this was built: Screen · Findings · About