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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 Ecosystems and Phytoplankton Dynamics
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.

2,732 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.
2,732 works in the cohort · of 4,299,418page 2 of 55

Labels cover 2 of 2,732 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 2,732 of 2,732 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundvenueno abstractunlabeled
Status, causes and controls of cyanobacterial blooms in Lake Erie
Morgan M. Steffen, B. Shafer Belisle, Sue B. Watson, Gregory L. Boyer, Steven W. Wilhelm
2014· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
232
citations
affunlabeled
Evaluating Microcystin Exposure Risk through Fish Consumption
Amanda Poste, Robert E. Hecky, Stephanie J. Guildford
2011· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
202
citations
affno abstractunlabeled
World distribution, diversity and endemism of aquatic macrophytes
Kevin Murphy, А. Н. Ефремов, Thomas A. Davidson, Eugenio Molina‐Navarro, Karina Fidanza, Tânia Camila Crivelari Betiol +11 more
2019· article· en· Aquatic Botany· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
193
citations
affunlabeled
Toxic mechanisms of microcystins in mammals
Nicole L. McLellan, Richard A. Manderville
2017· review· en· Toxicology Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
187
citations
affaboutunlabeled
Algal blooms in Ontario, Canada: Increases in reports since 1994
Jennifer G. Winter, Anna M. DeSellas, Rachael Fletcher, Lucja Heintsch, Andrew Morley, L. Nakamoto +1 more
2011· article· en· Lake and Reservoir Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
186
citations
afffundunlabeled
A functional definition to distinguish ponds from lakes and wetlands
David C. Richardson, Meredith A. Holgerson, Matthew J. Farragher, Kathryn K. Hoffman, Katelyn King, María Belén Alfonso +14 more
2022· article· en· Scientific Reports· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
176
citations
affaboutunlabeled
Recent climate extremes alter alpine lake ecosystems
Brian Parker, Rolf D. Vinebrooke, David W. Schindler
2008· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
164
citations

How this was built: Screen · Findings · About