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
Topic
Marine Bivalve and Aquaculture Studies
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.

1,263 results · 1 filter active ·
Results by year
20002025
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.
1,263 works in the cohort · of 4,299,418page 2 of 26

Labels cover 0 of 1,263 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 1,263 of 1,263 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Low Greenhouse Gas Emissions from Oyster Aquaculture
Nicholas E. Ray, Timothy J. Maguire, Alia Al-Haj, Maria C. Henning, Robinson W. Fulweiler
2019· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
96
citations
venueno affunlabeled
Bivalve-enhanced nitrogen removal from coastal estuaries
Ruth H. Carmichael, William C. Walton, Heidi J. Clark
2012· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
95
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)86437-5
2000· review· en· Time to knit· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
91
citations
affunlabeled
WTO must ban harmful fisheries subsidies
U. Rashid Sumaila, Daniel J. Skerritt, Anna Schuhbauer, Sebastián Villasante, Andrés M. Cisneros‐Montemayor, Hussain Sinan +289 more
2021· letter· en· Science· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
88
citations
aboutno affunlabeled
Alien species alert: Crassostrea gigas (Pacific oyster)
2009· article· en· Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea)· Environmental Science
distilled prediction:candidate · noneconsensus · none
88
citations
afffundno abstractunlabeled
Do community supported fisheries (CSFs) improve sustainability?
Loren McClenachan, Benjamin P. Neal, Dalal Al-Abdulrazzak, Taylor Witkin, Kara Fisher, John N. Kittinger
2014· article· en· Fisheries Research· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
81
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)90556-e
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
81
citations
afffundunlabeled
Fish Farms at Sea: The Ground Truth from Google Earth
Pablo Trujillo, Chiara Piroddi, Jennifer Jacquet
2012· article· en· PLoS ONE· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
78
citations
affunlabeled
Dynamics of aquaculture governance
Curtis M. Jolly, Beatrice Nyandat, Zhengyong Yang, Neil B. Ridler, Felipe Matias, Zhiyi Zhang +2 more
2023· article· en· Journal of the World Aquaculture Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
77
citations
venueno affunlabeled
10.1016/s0967-0653(97)84919-8
Fu-Lin C. Chu
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
74
citations

How this was built: Screen · Findings · About