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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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Aquatic Invertebrate Ecology and Behavior
Retraction
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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
aboutaboutness

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

2,271 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.
2,271 works in the cohort · of 4,299,418page 3 of 46

Labels cover 4 of 2,271 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 2,271 of 2,271 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Lake Superior: an invasion coldspot?
Igor A. Grigorovich, Alexei V. Korniushin, Derek K. Gray, Ian C. Duggan, Robert I. Colautti, Hugh J. MacIsaac
2003· article· en· Hydrobiologia· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
94
citations
afffundvenueno abstractunlabeled
Twenty five years of changes in Dreissena spp. populations in Lake Erie
Alexander Y. Karatayev, Lyubov E. Burlakova, Christopher M. Pennuto, Jan J. H. Ciborowski, Vadim A. Karatayev, Paul M Juette +1 more
2014· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
90
citations
affaboutunlabeled
Lake Erie hypoxia prompts Canada‐U.S. study
Nathan Hawley, Thomas H. Johengen, Yerubandi R. Rao, Steven A. Ruberg, Dmitry Beletsky, Stuart A. Ludsin +4 more
2006· article· en· Eos· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
90
citations
affunlabeled
Economic costs of invasive bivalves in freshwater ecosystems
Phillip J. Haubrock, Ross N. Cuthbert, Anthony Ricciardi, Christophe Diagne, Franck Courchamp
2022· article· en· Diversity and Distributions· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
79
citations

How this was built: Screen · Findings · About