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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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The Science of The Total Environment
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

4,078 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.
4,078 works in the cohort · of 4,299,418page 2 of 82

Labels cover 5 of 4,078 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 4,078 of 4,078 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
What are the toxicological effects of mercury in Arctic biota?
Runé Dietz, Christian Sonne, Niladri Basu, Birgit M. Braune, Todd M. O’Hara, Robert J. Letcher +28 more
2012· review· en· The Science of The Total Environment· Environmental Science
distilled prediction:candidate · stsconsensus · none
365
citations
affno abstractunlabeled
Early stage litter decomposition across biomes
Ika Djukic, Sebastian Kepfer‐Rojas, Inger Kappel Schmidt, Klaus Steenberg Larsen, Claus Beier, Björn Berg +302 more
2018· article· en· The Science of The Total Environment· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
320
citations
afffundno abstractunlabeled
The blue dimensions of aquaculture: A global synthesis
Nesar Ahmed, Shirley Thompson
2018· review· en· The Science of The Total Environment· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
291
citations
affaboutno abstractunlabeled
Environmental contaminants and human health in the Canadian Arctic
Shawn G. Donaldson, Jay Van Oostdam, Constantine Tikhonov, Mark Feeley, Ben Armstrong, Pierre Ayotte +19 more
2010· review· en· The Science of The Total Environment· Health Professions
distilled prediction:candidate · stsconsensus · none
271
citations
affno abstractunlabeled
Microbial sulfur metabolism and environmental implications
Bo Wu, Feifei Liu, Wenwen Fang, Tony Yang, Guanghao Chen, Zhili He +1 more
2021· review· en· The Science of The Total Environment· Environmental Science
distilled prediction:candidate · stsconsensus · none
268
citations

How this was built: Screen · Findings · About