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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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Land Use and Ecosystem Services
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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
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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.

2,207 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.
2,207 works in the cohort · of 4,299,418page 4 of 45

Labels cover 3 of 2,207 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 2,207 of 2,207 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Ecological science and sustainability for the 21st century
Margaret A. Palmer, Emily S. Bernhardt, Elizabeth A. Chornesky, Scott L. Collins, Andrew P. Dobson, Clifford S. Duke +14 more
2005· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
159
citations
affno abstractunlabeled
Adaptive governance to promote ecosystem services in urban green spaces
Olivia Odom Green, Ahjond S. Garmestani, Sandra L. Albro, Natalie C. Ban, Adam Berland, Caitlin E. Burkman +5 more
2015· article· en· Urban Ecosystems· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
144
citations
affno abstractunlabeled
A global test of ecoregions
Jeffrey R. Smith, Andrew D. Letten, Po‐Ju Ke, Christopher B. Anderson, J. Nicholas Hendershot, Manpreet K. Dhami +10 more
2018· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
143
citations
afffundno abstractunlabeled
Conceptualizing ecosystem services using social–ecological networks
María R. Felipe‐Lucia, Angela M. Guerrero, Steven M. Alexander, Jaime Ashander, Jacopo A. Baggio, Michele L. Barnes +14 more
2021· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
142
citations
affno abstractunlabeled
Principles for life cycle inventories of land use on a global scale
Thomas Koellner, Laura de Baan, Tabea Beck, Miguel Brandão, Bárbara Civit, Mark Goedkoop +5 more
2012· article· en· The International Journal of Life Cycle Assessment· Environmental Science
distilled prediction:candidate · noneconsensus · none
138
citations
affunlabeled
Upscaling urban data science for global climate solutions
Felix Creutzig, Steffen Lohrey, Xuemei Bai, Alexander Baklanov, Richard Dawson, Shobhakar Dhakal +5 more
2019· article· en· Global Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
135
citations

How this was built: Screen · Findings · About