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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
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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
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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 1 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
United Nations Treaty Collection
Carol Perry
2010· article· en· Reference Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
137
citations
aboutno affunlabeled
Environmental Regime Effectiveness
Edward L. Miles, Steinar Andresen, Elaine M. Carlin, Jon Birger Skjærseth, Arild Underdal, Jørgen Wettestad
2001· book· en· The MIT Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
128
citations
affunlabeled
Convention on Biological Diversity
Robert Höft, Worku Damena Yifru
2017· other· en· Encyclopedia of Life Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
95
citations
affunlabeled
Rights of Nature: Perspectives for Global Ocean Stewardship
Harriet Harden‐Davies, Fran Humphries, Michelle Maloney, Glen Wright, Kristina M. Gjerde, Marjo Vierros
2020· article· en· Marine Policy· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
94
citations
aboutno affunlabeled
Governing High Seas Fisheries
2001· book· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
88
citations
affunlabeled
The International Maritime Organization
Aldo Chircop
2016· book-chapter· en· Oxford University Press eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
47
citations
affunlabeled
How can a new UN ocean treaty change the course of capacity building?
Harriet Harden‐Davies, Diva J. Amon, Tyler-Rae Aiysha Chung, Judith Gobin, Quentin Hanich, Kahlil Hassanali +5 more
2022· article· en· Aquatic Conservation Marine and Freshwater Ecosystems· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
venueno affunlabeled
The Nagoya Protocol and Indigenous Peoples
Maria Yolanda Teran
2016· article· en· International Indigenous Policy Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
affunlabeled
Drawing the U-Shaped Line
Chris Pak Cheong Chung
2015· article· en· Modern China· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
afffundunlabeled
Ocean defenders and human rights
Nathan Bennett, Rocío López de la Lama, Philippe Le Billon, Irmak Ertör, Elisa Morgera
2023· article· en· Frontiers in Marine Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
24
citations

How this was built: Screen · Findings · About