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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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Ecological Monographs
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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.

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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.

121 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.
121 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 121 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 121 of 121 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Sensitivity of the carbon cycle in the Arctic to climate change
A. David McGuire, Leif G. Anderson, Torben R. Christensen, S R Dallimore, Laodong Guo, Daniel J. Hayes +4 more
2009· article· en· Ecological Monographs· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,065
citations
affunlabeled
Scientists' warning on climate change and insects
Jeffrey A. Harvey, Kévin Tougeron, Rieta Gols, Robin Heinen, Mariana Abarca, Paul K. Abram +64 more
2022· article· en· Ecological Monographs· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
552
citations
afffundunlabeled
Diel predator activity drives a dynamic landscape of fear
Michel T. Kohl, Daniel R. Stahler, Matthew C. Metz, James D. Forester, Matthew J. Kauffman, Nathan Varley +3 more
2018· article· en· Ecological Monographs· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
304
citations
affunlabeled
On the prediction of extreme ecological events
Mark W. Denny, Luke J. H. Hunt, Luke P. Miller, Christopher D. G. Harley
2009· article· en· Ecological Monographs· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
166
citations
affunlabeled
Trajectory analysis in community ecology
Miquel De Cáceres, Lluís Coll, Pierre Legendre, Robert B. Allen, Susan K. Wiser, Marie‐Josée Fortin +2 more
2018· article· en· Ecological Monographs· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
141
citations
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How this was built: Screen · Findings · About