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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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Ecology Letters
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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.

586 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.
586 works in the cohort · of 4,299,418page 3 of 12

Labels cover 0 of 586 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 586 of 586 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Temporal ecology in the Anthropocene
E. M. Wolkovich, Benjamin I. Cook, Kendra K. McLauchlan, T. Jonathan Davies
2014· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
309
citations
afffundunlabeled
TEASIng apart alien species risk assessments: a framework for best practices
Brian Leung, Núria Roura‐Pascual, Sven Bacher, Jaakko Heikkilä, Mark A. Burgman, Katharina Dehnen‐Schmutz +5 more
2012· review· en· Ecology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
309
citations
affunlabeled
Invasion theory and biological control
William F. Fagan, Mark A. Lewis, Michael G. Neubert, P. van den Driessche
2002· article· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
291
citations
affunlabeled
Trophic theory of island biogeography
Dominique Gravel, François Massol, Elsa Canard, David Mouillot, Nicolas Mouquet
2011· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
280
citations
afffundunlabeled
Global photosynthetic capacity is optimized to the environment
Nicholas G. Smith, Trevor F. Keenan, I. Colin Prentice, Han Wang, Ian J. Wright, Ülo Niinemets +15 more
2019· letter· en· Ecology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
277
citations
affunlabeled
Effects of sea surface warming on marine plankton
Aleksandra M. Lewandowska, Daniel G. Boyce, Matthias Hofmann, Birte Matthiessen, Ulrich Sommer, Boris Worm
2014· letter· en· Ecology Letters· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
270
citations
affunlabeled
A landscape theory for food web architecture
Neil Rooney, Kevin S. McCann, John C. Moore
2008· review· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
243
citations
afffundunlabeled
The spatial patterns of directional phenotypic selection
Adam M. Siepielski, Kiyoko M. Gotanda, Michael B. Morrissey, Sarah E. Diamond, Joseph D. DiBattista, Stephanie M. Carlson
2013· review· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
228
citations
affunlabeled
A global agenda for advancing freshwater biodiversity research
Alain Maasri, Sonja C. Jähnig, Mihai Adamescu, Rita Adrian, Claudio Baigún, Donald J. Baird +90 more
2021· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
210
citations

How this was built: Screen · Findings · About