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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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Digital Economy and Work Transformation
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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.

1,149 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.
1,149 works in the cohort · of 4,299,418page 16 of 23

Labels cover 1 of 1,149 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 1,149 of 1,149 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Entrepreneurial Spawning from Remote Work
Alan Kwan, Ben Matthies, Richard Townsend, Ting Xu
2024· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Reshaping the Geography of Work
Julie MacLeavy, Suzanne Mills, Katie Mazer, Darja Reuschke
2024· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Return on investment of remote work
Kate Lister
2020· article· en· ˜The œbusiness & management collection.· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Conclusion
Mary J. Thornbush, Oleg Golubchikov
2019· book-chapter· en· Springer briefs in geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Loving Work
T'uy't'tanat-Cease Wyss, Denise Thwaites
2025· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Index
2025· paratext· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affunlabeled
Cultura vira emprego
2012· article· fr· Latitude· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Les enjeux du télétravail en droit québécois
2022· dissertation· fr· Papyrus : Institutional Repository (Université de Montréal)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About