MétaCan
Menu
Cohort builder

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.

Search term
Author
Year range
Sort
Language
Type
Field
Venue
npj Ocean Sustainability
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

56 results · 1 filter active ·
Results by year
20222025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
56 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 56 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 56 of 56 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Social equity is key to sustainable ocean governance
Katherine M. Crosman, Edward H. Allison, Yoshitaka Ota, Andrés M. Cisneros‐Montemayor, Gerald G. Singh, Wilf Swartz +20 more
2022· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
91
citations
affunlabeled
Key components of sustainable climate-smart ocean planning
Catarina Frazão Santos, Tundi Agardy, Larry B. Crowder, Jon Day, Malin L. Pinsky, Amber Himes‐Cornell +9 more
2024· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Good fisheries management is good carbon management
Natalie F. Andersen, Emma L. Cavan, William W. L. Cheung, Angela Helen Martin, Grace Saba, U. Rashid Sumaila
2024· article· en· npj Ocean Sustainability· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
afffundunlabeled
WTO must complete an ambitious fisheries subsidies agreement
U. Rashid Sumaila, Lubna Alam, Patrízia Raggi Abdallah, Denis Worlanyo Aheto, Shehu Latunji Akintola, Justin Alger +30 more
2024· article· en· npj Ocean Sustainability· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
aboutno affunlabeled
When will the BBNJ Agreement deliver results?
Robert Blasiak, Jean‐Baptiste Jouffray
2024· article· en· npj Ocean Sustainability· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Targeting ocean conservation outcomes through threat reduction
Joseph A. Turner, Malcolm Starkey, Nicholas K. Dulvy, Frank Hawkins, Louise Mair, Adeline Serckx +8 more
2024· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
Operationalizing climate risk in a global warming hotspot
Daniel G. Boyce, Derek P. Tittensor, Susanna Fuller, Stephanie Henson, Kristin Kaschner, Gabriel Reygondeau +5 more
2024· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affunlabeled
Advancing interdisciplinary knowledge for ocean sustainability
Catarina Frazão Santos, Tundi Agardy, Denis Worlanyo Aheto, Edward H. Allison, Nathan Bennett, Jessica Blythe +24 more
2023· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
11
citations
affunlabeled
A sustainable ocean for all
Catarina Frazão Santos, Tundi Agardy, Edward H. Allison, Nathan Bennett, Jessica Blythe, Helena Calado +14 more
2022· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
afffundunlabeled
The false promise of deep-sea mining
Justin Alger, Jessica Green, Kate J. Neville, Susan Park, Stacy D. VanDeveer, D. G. Webster
2025· review· en· npj Ocean Sustainability· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
An Ocean Declaration for equitable governance to guide observation
Yoshitaka Ota, Gerald G. Singh, Andrés M. Cisneros‐Montemayor, Eliana Ritts, Matthew Jerome Schneider, Ana K. Spalding +3 more
2024· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Opportunities to enhance conservation success for sharks
Andrew J. Temple, Jesse E. M. Cochran, Agathe Pirog, Nicholas K. Dulvy, Enric Cortés, Simon Weigmann +8 more
2025· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Continental-scale shellfish reef restoration in Australia
James Fitzsimons, F.J. Valesini, Simon Branigan, Boze Hancock
2024· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
afffundunlabeled
Bridging land and seascape restoration for ecoscape recovery
Lisa M. Wedding, Tundi Agardy, Stephen Green, Jessica Boyle, Catarina Frazão Santos, Yadvinder Malhi +1 more
2025· article· en· npj Ocean Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About