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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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Coastal and Marine Management
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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
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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.

1,751 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.
1,751 works in the cohort · of 4,299,418page 6 of 36

Labels cover 8 of 1,751 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 1,751 of 1,751 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Making marine biotechnology work for people and nature
Robert Blasiak, Jean‐Baptiste Jouffray, Diva J. Amon, Joachim Claudet, Paul Dunshirn, Peter Søgaard Jørgensen +4 more
2023· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
23
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)80666-o
J.C. Horril, W.R.T. Darwall, Magnus Ngoile
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
fundno affunlabeled
Pescadoras: subordinação de gênero e empoderamento
Maria Cristina Maneschy, Deis Siqueira, Maria Luzia Miranda Álvares
2012· article· pt· Revista Estudos Feministas· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affunlabeled
Ethical recommendations for ocean observation
Michèle Barbier, Anja Reitz, Katsiaryna Pabortsava, Anne‐Cathrin Wölfl, Tobias Hahn, Frederick G. Whoriskey
2018· article· en· Advances in geosciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
21
citations
aboutno affunlabeled
ICES Report on Ocean Climate 2008
N.P. Holliday, Sarah L. Hughes, Agnieszka Beszczyńska-Möller
2009· article· en· Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
20
citations
affunlabeled
Empowering her guardians to nurture our oceans future
Mibu Fischer, Kimberley H. Maxwell, Per Ole Frederiksen, Halfdan Pedersen, Dean Greeno, Nang Jingwas +5 more
2020· preprint· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
19
citations
affunlabeled
Governing the global fisheries commons
Pablo Paniagua, Veeshan Rayamajhee
2024· article· en· Marine Policy· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
Blue economy for a sustainable future
Diva J. Amon, Grant D. Stentiford, Ximena Escovar‐Fadul, Tony R. ‎Walker, Zoie Diana, Flora Karathanasi +2 more
2022· article· en· One Earth· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations

How this was built: Screen · Findings · About