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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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International Maritime Law Issues
Retraction
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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.

934 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.
934 works in the cohort · of 4,299,418page 2 of 19

Labels cover 0 of 934 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 934 of 934 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.

affunlabeled
Convention on Biological Diversity
Robert Höft
2008· other· en· Encyclopedia of Life Sciences· Environmental Science
machine prediction:candidate · noneconsensus · none
22
citations
venueno affunlabeled
China and the South China Sea Dialogues
Robert G. Sutter
2000· article· en· Pacific Affairs· Environmental Science
machine prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Scientists Should Disclose Origin in Marine Gene Patents
Robert Blasiak, Jean‐Baptiste Jouffray, Colette C. C. Wabnitz, Henrik Österblom
2019· article· en· Trends in Ecology & Evolution· Environmental Science
machine prediction:candidate · research_integrityconsensus · none
20
citations
venueno affunlabeled
How a Tropical Country can DNA Barcode Itself
Daniel H. Janzen, Winnie Hallwachs
2019· article· en· iBOL Barcode Bulletin· Environmental Science
machine prediction:candidate · noneconsensus · none
19
citations
aboutno affunlabeled
Governing Transboundary Waters
Emma S. Norman
2014· book· en· Environmental Science
machine prediction:candidate · noneconsensus · none
19
citations
fundno affno abstractunlabeled
Editorial: Red Sea biodiversity
Moritz Sonnewald, Mohsen M. El‐Sherbiny
2017· editorial· en· Marine Biodiversity· Environmental Science
machine prediction:candidate · noneconsensus · none
19
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)89752-9
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
affunlabeled
What’s Really Going On in the South China Sea?
Mark Raymond, David A. Welch
2022· article· en· Journal of Current Southeast Asian Affairs· Environmental Science
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Trade versus environment
Douglas W. Yu, William J. Sutherland, Colin Clark
2002· article· en· Trends in Ecology & Evolution· Environmental Science
machine prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
North American Agreement on Environmental Cooperation
Richard L. Ottinger, Nicholas A. Robinson, Víctor Tafur
2005· book-chapter· en· Cambridge University Press eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
14
citations
aboutno affunlabeled
The Legal Regime of Straits
Hugo Caminos, Vincent P. Cogliati-Bantz
2014· book· en· Cambridge University Press eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
13
citations

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