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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 1 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
The re-eutrophication of Lake Erie: Harmful algal blooms and hypoxia
Susan B. Watson, Carol J. Miller, George B. Arhonditsis, Gregory L. Boyer, Wayne W. Carmichael, Murray N. Charlton +11 more
2016· review· en· Harmful Algae· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
640
citations
affunlabeled
Tackling Invasive Alien Species in Europe: the top 20 issues
Joe Caffrey, Jan‐Robert Baars, Pieter Boets, Philip J. Boon, K. Davenport, Jaimie T. A. Dick +26 more
2014· article· en· Management of Biological Invasions· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
331
citations
fundno affunlabeled
A welcome can of worms? Hypoxia mitigation by an invasive species
Joanna Norkko, Daniel C. Reed, Karen Timmermann, Alf Norkko, Bo G. Gustafsson, Erik Bonsdorff +3 more
2011· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
206
citations
aboutno affunlabeled
Incidental Oligotrophication of North American Great Lakes
Mary Anne Evans, Gary L. Fahnenstiel, Donald Scavia
2011· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
151
citations
affunlabeled
Predator‐free space, functional responses and biological invasions
Daniel Barrios‐O’Neill, Jaimie T. A. Dick, Mark Emmerson, Anthony Ricciardi, Hugh J. MacIsaac
2014· article· en· Functional Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
138
citations

How this was built: Screen · Findings · About