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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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Open Access Government
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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.

162 results · 1 filter active ·
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20222025
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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.
162 works in the cohort · of 4,299,418page 3 of 4

Labels cover 0 of 162 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 162 of 162 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Programmable iontronic neural networks
Guo‐Xing Miao
2025· article· en· Open Access Government· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Workers at risk: Families serving alongside
Heidi Cramm
2023· article· en· Open Access Government· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Gender stereotypes in technology startups
Jennifer E Jennings, Vartuhí Tonoyan, Robert Strohmeyer
2025· article· en· Open Access Government· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affaboutunlabeled
Who will staff the psychedelic resurgence?
Erika Dyck
2024· article· en· Open Access Government· Psychology
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Horticulture: Hormonal therapy for grapevines
Jim Willwerth
2025· article· en· Open Access Government· Agricultural and Biological Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Post-pandemic MERS-CoV still presents risks
Darryl Falzarano
2023· article· en· Open Access Government· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Supporting women’s entrepreneurship in Ghana
Jennifer E Jennings, Angelique Slade Shantz
2025· article· en· Open Access Government· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Women entrepreneurs in violent conflict zones
P. Devereaux Jennings, Omima Elkailani
2024· article· en· Open Access Government· Economics, Econometrics and Finance
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Innovating polymers: 100% recycled ECOPLASTOMER®
Katarzyna Pokwicka-Croucher
2024· article· en· Open Access Government· Environmental Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About