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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.

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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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Methods in Ecology and Evolution
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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
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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.

340 results · 1 filter active ·
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20102025
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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.
340 works in the cohort · of 4,299,418page 5 of 7

Labels cover 0 of 340 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 340 of 340 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Step selection functions with non‐linear and random effects
Natasha J. Klappstein, Théo Michelot, John Fieberg, Eric J. Pedersen, Joanna Mills Flemming
2024· article· en· Methods in Ecology and Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
21
citations
afffundunlabeled
Evolutionary rates across gradients
Jason T. Weir, Adam Matthew Lawson
2015· article· en· Methods in Ecology and Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
<i>ATNr</i> : Allometric Trophic Network models in R
Benoît Gauzens, Ulrich Brose, Eva Delmas, Emilio Berti
2023· article· en· Methods in Ecology and Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
afffundunlabeled
Acoustic and archival technologies join forces: A combination tag
Jolien Goossens, Mathieu Woillez, Arnault Le Bris, Pieterjan Verhelst, Tom Moens, Els Torreele +1 more
2023· article· en· Methods in Ecology and Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
12
citations
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How this was built: Screen · Findings · About