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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
Abstract
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Label agreement
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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
Evidence
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Citations
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 5 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.

venueno affunlabeled
Effects of fish on plankton dynamics: a theoretical analysis
Marten Scheffer, Sergio Rinaldi, Yuri A. Kuznetsov
2000· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
97
citations
affno abstractunlabeled
Cladocera as indicators of trophic state in Irish lakes
Guangjie Chen, Catherine M. Dalton, David Taylor
2010· article· en· Journal of Paleolimnology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
95
citations
affno abstractunlabeled
Phosphorus speciation in a eutrophic lake by 31P NMR spectroscopy
Emily K. Read, Monika Ivancic, Paul C. Hanson, Barbara J. Cade‐Menun, Katherine D. McMahon
2014· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
90
citations
affunlabeled
Record-Breaking Lake Erie Hypoxia during 2012 Drought
Yuntao Zhou, A. M. Michalak, Dmitry Beletsky, Yerubandi R. Rao, R. Peter Richards
2014· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
85
citations

How this was built: Screen · Findings · About