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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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Frontiers in Ecology and the Environment
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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.

257 results · 1 filter active ·
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20032025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
257 works in the cohort · of 4,299,418page 1 of 6

Labels cover 0 of 257 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 257 of 257 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Response diversity, ecosystem change, and resilience
Thomas Elmqvist, Carl Folke, Magnus Nyström, Garry Peterson, Jan Bengtsson, Brian Walker +1 more
2003· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,902
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
fundno affunlabeled
Threats to an ecosystem service: pressures on pollinators
Adam J. Vanbergen, the Insect Pollinators Initiative
2013· review· en· Frontiers in Ecology and the Environment· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
1,369
citations
affunlabeled
Alternative stable states in ecology
Beatrix E. Beisner, DT Haydon, Kim Cuddington
2003· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,318
citations
afffundunlabeled
Bright spots: seeds of a good Anthropocene
Elena M. Bennett, Martin Solan, Reinette Biggs, Timon McPhearson, Albert V. Norström, Per Olsson +16 more
2016· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
627
citations
affunlabeled
Behavioral flexibility as a mechanism for coping with climate change
Erik A. Beever, L. Embere Hall, Johanna Varner, Anne E. Loosen, Jason B. Dunham, Megan K. Gahl +2 more
2017· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
431
citations
afffundunlabeled
The changing role of history in restoration ecology
Eric Higgs, Donald A. Falk, Anita Guerrini, Marcus Hall, Richard J. Hobbs, Stephen T. Jackson +2 more
2014· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
415
citations
affunlabeled
Bringing an ecological view of change to Landsat‐based remote sensing
Robert E. Kennedy, Serge Andréfouët, Warren B. Cohen, Cristina Gómez, Patrick Griffiths, Martin Hais +16 more
2014· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
384
citations
affunlabeled
The Three Gorges Dam: an ecological perspective
Jianguo Wu, Jianhui Huang, Xingguo Han, Xianming Gao, Fangliang He, Mingxi Jiang +3 more
2004· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · stsconsensus · none
344
citations
affunlabeled
Is global ocean sprawl a cause of jellyfish blooms?
Carlos M. Duarte, Kylie A. Pitt, Cathy H. Lucas, Jennifer E. Purcell, Shin-ichi Uye, Kelly L. Robinson +14 more
2012· review· en· Frontiers in Ecology and the Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
325
citations
affunlabeled
Climate‐change refugia: biodiversity in the slow lane
Toni Lyn Morelli, Cameron W. Barrows, Aaron R. Ramirez, Jennifer Cartwright, David D. Ackerly, Tatiana D Eaves +10 more
2020· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
323
citations
affunlabeled
Conservation culturomics
Richard J. Ladle, Ricardo A. Correia, Yuno Do, Gea‐Jae Joo, Ana CM Malhado, Raphaël Proulx +2 more
2016· review· en· Frontiers in Ecology and the Environment· Psychology
distilled prediction:candidate · noneconsensus · none
306
citations
afffundunlabeled
Deep cold‐water corals as nurseries for fish larvae
Sandrine Baillon, Jean‐François Hamel, Vonda E. Wareham, Annie Mercier
2012· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
301
citations
affunlabeled
City sicker? A meta‐analysis of wildlife health and urbanization
Maureen H. Murray, Cecilia A. Sánchez, Daniel J. Becker, Kaylee A. Byers, Katherine E. L. Worsley‐Tonks, Meggan E. Craft
2019· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
218
citations
affunlabeled
Wildfire risk as a socioecological pathology
A. Paige Fischer, Thomas A. Spies, Toddi A. Steelman, Cassandra Moseley, Bart R. Johnson, John D. Bailey +17 more
2016· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
215
citations
affunlabeled
War and wildlife: linking armed conflict to conservation
Kaitlyn M. Gaynor, Kathryn J. Fiorella, Gillian Gregory, David J. Kurz, Katherine Seto, Lauren Withey +1 more
2016· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
185
citations
affunlabeled
Response Diversity, Ecosystem Change, and Resilience
Thomas Elmqvist, Carl Folke, Magnus Nyström, Garry Peterson, Jan Bengtsson, Brian R. Walker +1 more
2003· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
174
citations

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