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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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Water management and technologies
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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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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.

172 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.
172 works in the cohort · of 4,299,418page 1 of 4

Labels cover 1 of 172 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 172 of 172 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
The Masila Fields, Republic of Yemen
2003· book-chapter· en· American Association of Petroleum Geologists eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Ressources hydriques en Algérie du Nord
2005· article· fr· Revue des sciences de l eau· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
25
citations
affno abstractunlabeled
Building and Construction Materials
2000· book-chapter· en· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
aboutno affunlabeled
Wilfred Thesiger and the Umm as Samim, Oman
2019· article· en· Geology Today· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Irrigation in Egypt
2014· book-chapter· en· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
John Rennie and the Rochdale canal, UK
2011· article· en· Proceedings of the Institution of Civil Engineers - Engineering History and Heritage· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
10.51847/08r5kqH
2000· article· en· Time to knit· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
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How this was built: Screen · Findings · About