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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
fundfunder
venuejournal
aboutaboutness

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 1 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
Anthropogenic transformation of the biomes, 1700 to 2000
Erle C. Ellis, Kees Klein Goldewijk, Stefan Siebert, Deborah Lightman, Navin Ramankutty
2010· article· en· Global Ecology and Biogeography· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,522
citations
affunlabeled
Contributions of cultural services to the ecosystem services agenda
Terry C. Daniel, Andreas Muhar, Arne Arnberger, Olivier Aznar, James Boyd, Kai M. A. Chan +16 more
2012· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,501
citations
affunlabeled
Adaptive co‐management for social–ecological complexity
Derek Armitage, Ryan Plummer, Fikret Berkes, Robert Arthur, Anthony Charles, Iain J. Davidson‐Hunt +7 more
2008· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,449
citations
affunlabeled
Toward Principles for Enhancing the Resilience of Ecosystem Services
Reinette Biggs, Maja Schlüter‬, Duan Biggs, Erin Bohensky, Shauna BurnSilver, Georgina Cundill +12 more
2012· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,204
citations
affunlabeled
Global mapping of ecosystem services and conservation priorities
Robin Naidoo, Andrew Balmford, Robert Costanza, Brendan Fisher, R. E. Green, Bernhard Lehner +2 more
2008· review· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,033
citations
affunlabeled
Spatial Analysis
Marie‐Josée Fortin, Mark R. T. Dale
2005· book· en· Cambridge University Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
982
citations
affunlabeled
Area-based conservation in the twenty-first century
Sean Maxwell, Victor Cazalis, Nigel Dudley, Michael Hoffmann, Ana S. L. Rodrigues, Sue Stolton +10 more
2020· review· en· Nature· Environmental Science
distilled prediction:candidate · noneconsensus · none
957
citations
affunlabeled
Biodiversity, Ecosystem Functioning, and Human Wellbeing
Shahid Naeem, Daniel E. Bunker, Andy Hector, Michel Loreau, Charles Perrings
2009· book· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
600
citations
affno abstractunlabeled
Middle-range theories of land system change
Patrick Meyfroidt, Rinku Roy Chowdhury, Ariane de Bremond, Erle C. Ellis, Karl‐Heinz Erb, Tatiana Filatova +15 more
2018· article· en· Global Environmental Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
560
citations
venueno affunlabeled
The Myths of Restoration Ecology
Robert H. Hilderbrand, Adam C. Watts, April M. Randle
2005· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
550
citations
affunlabeled
Global modeling of nature’s contributions to people
Rebecca Chaplin‐Kramer, Richard Sharp, Charlotte Weil, Elena M. Bennett, Unai Pascual, Katie K. Arkema +15 more
2019· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
459
citations
affno abstractunlabeled
Defining and advancing a systems approach for sustainable cities
Xuemei Bai, Alyson Surveyer, Thomas Elmqvist, Franz Gatzweiler, Burak Güneralp, Susan Parnell +6 more
2016· article· en· Current Opinion in Environmental Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
439
citations
afffundunlabeled
Ten facts about land systems for sustainability
Patrick Meyfroidt, Ariane de Bremond, Casey M. Ryan, Emma Archer, Richard Aspinall, Abha Chhabra +44 more
2022· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
420
citations
affvenueunlabeled
Anthropogenic Drivers of Ecosystem Change: an Overview
Gerald C. Nelson, Elena M. Bennett, Asmeret Asefaw Berhe, Kenneth G. Cassman, Ruth DeFries, Thomas Dietz +13 more
2006· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
400
citations
affvenueunlabeled
Scenarios for Ecosystem Services: An Overview
Stephen R. Carpenter, Elena M. Bennett, Garry Peterson
2006· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
386
citations

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