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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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Marine and coastal plant biology
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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
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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.

2,035 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.
2,035 works in the cohort · of 4,299,418page 2 of 41

Labels cover 8 of 2,035 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 2,035 of 2,035 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Taming the terminological tempest in invasion science
Ismael Soto, Paride Balzani, Laís Carneiro, Ross N. Cuthbert, Rafael L. Macêdo, Ali Serhan Tarkan +79 more
2024· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
168
citations
affunlabeled
Kelp aquaculture in China: a retrospective and future prospects
Zi‐Min Hu, Ti‐Feng Shan, Jie Zhang, Quan‐Sheng Zhang, Alan T. Critchley, Han‐Gil Choi +3 more
2021· article· en· Reviews in Aquaculture· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
160
citations
affunlabeled
What is metamorphosis?
Cory D. Bishop, Deniz Erezyilmaz, Thomas Flatt, Christos D. Georgiou, Michael G.‏ Hadfield, Andreas Heyland +8 more
2006· article· en· Integrative and Comparative Biology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
149
citations
afffundaboutunlabeled
Imprint of Climate Change on Pan-Arctic Marine Vegetation
Dorte Krause‐Jensen, Philippe Archambault, Jorge Assis, Inka Bartsch, Kai Bischof, Karen Filbee‐Dexter +9 more
2020· article· en· Frontiers in Marine Science· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
138
citations
affno abstractunlabeled
Cultivation of tropical red seaweeds in the BIMP-EAGA region
Anicia Q. Hurtado, Grevo S. Gerung, Suhaimi Md Yasir, Alan T. Critchley
2013· article· en· Journal of Applied Phycology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
130
citations
affunlabeled
Carbon export from seaweed forests to deep ocean sinks
Karen Filbee‐Dexter, Albert Pessarrodona, Morten Foldager Pedersen, Thomas Wernberg, Carlos M. Duarte, Jorge Assis +15 more
2024· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
114
citations
affno abstractunlabeled
The ecology of Strongylocentrotus droebachiensis
Robert E. Scheibling, B. G. Hatcher
2001· book-chapter· en· Developments in aquaculture and fisheries science· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
109
citations
affunlabeled
Farming the Ocean – Seaweeds as a Quick Fix for the Climate?
Max Troell, Patrik J. G. Henriksson, Alejandro H. Buschmann, Thierry Chopin, Sasha Quahe
2022· article· en· Reviews in Fisheries Science & Aquaculture· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
104
citations

How this was built: Screen · Findings · About