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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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Species Distribution and Climate Change
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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
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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.

7,879 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.
7,879 works in the cohort · of 4,299,418page 9 of 158

Labels cover 27 of 7,879 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 7,879 of 7,879 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Unifying sources and sinks in ecology and <scp>E</scp>arth sciences
Michel Loreau, Tanguy Daufresne, Andrew Gonzalez, Dominique Gravel, Frédéric Guichard, Shawn Leroux +3 more
2012· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
105
citations
afffundunlabeled
Biological invasions are as costly as natural hazards
Anna J. Turbelin, Ross N. Cuthbert, Franz Essl, Phillip J. Haubrock, Anthony Ricciardi, Franck Courchamp
2023· article· en· Perspectives in Ecology and Conservation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
104
citations
aboutno affunlabeled
A multi-model analysis of risk of ecosystem shifts under climate change
Lila Warszawski, A. D. Friend, Sebastian Ostberg, Katja Frieler, Wolfgang Lucht, Sibyll Schaphoff +17 more
2013· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
100
citations
affunlabeled
Indicators of the impact of climate change on migratory species
SE Newson, Sónia Mendes, Nicholas K. Dulvy, JDR Houghton, Graeme C. Hays, A Hutson +3 more
2008· article· en· Endangered Species Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
98
citations
affunlabeled
Opportunities for behavioral rescue under rapid environmental change
Samuel B. Fey, David A. Vasseur, Karla Alujević, Kristy J. Kroeker, Michael L. Logan, Mary I. O’Connor +5 more
2019· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
96
citations
affunlabeled
Publication bias and merit in ecology
Christopher J. Lortie, Lonnie W. Aarssen, Amber E Budden, Julia Koricheva, Roosa Leimu, Tom Tregenza
2007· article· en· Oikos· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
96
citations
affunlabeled
Toward a conceptual synthesis for climate change responses
Mary I. O’Connor, Elizabeth R. Selig, Malin L. Pinsky, Florian Altermatt
2011· article· en· Global Ecology and Biogeography· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
96
citations
affunlabeled
Revealing uncertainty in the status of biodiversity change
Thomas F. Johnson, Andrew P. Beckerman, Dylan Z. Childs, Thomas J. Webb, Karl L. Evans, Christopher A. Griffiths +7 more
2024· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
93
citations

How this was built: Screen · Findings · About