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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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Global Environmental 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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

109 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.
109 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 109 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 109 of 109 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Trees, forests and water: Cool insights for a hot world
David Ellison, Cindy E. Morris, Bruno Locatelli, Douglas Sheil, Jane Cohen, Daniel Murdiyarso +16 more
2017· article· en· Global Environmental Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,172
citations
affno abstractunlabeled
Adaptive co-management and the paradox of learning
Derek Armitage, Melissa Marschke, Ryan Plummer
2007· article· en· Global Environmental Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,057
citations
affno abstractunlabeled
Are we adapting to climate change?
Lea Berrang‐Ford, James D. Ford, Jaclyn Paterson
2010· article· en· Global Environmental Change· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
925
citations
afffundno abstractunlabeled
Water security: Debating an emerging paradigm
Christina Cook, Karen Bakker
2011· article· en· Global Environmental Change· Engineering
distilled prediction:candidate · noneconsensus · none
803
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
affunlabeled
Environmental conflicts and defenders: A global overview
Arnim Scheidel, Daniela Del Bene, Juan Liu, Grettel Navas, Sara Mingorría, Federico Demaria +5 more
2020· article· en· Global Environmental Change· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
502
citations
affno abstractunlabeled
Climate change prediction: Erring on the side of least drama?
Keynyn Brysse, Наоми Орескес, Jessica O’Reilly, Michael Oppenheimer
2012· article· en· Global Environmental Change· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
427
citations
affno abstractunlabeled
Nitrate in groundwater of China: Sources and driving forces
Baojing Gu, Ying Ge, Scott X. Chang, Weidong Luo, Jie Chang
2013· article· en· Global Environmental Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
410
citations
affunlabeled
Criteria for effective zero-deforestation commitments
Rachael Garrett, Samuel A. Levy, Kimberly M. Carlson, Toby Gardner, Javier Godar, Jennifer A. Clapp (University of Waterloo) +16 more
2018· article· en· Global Environmental Change· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
192
citations
aboutno affno abstractunlabeled
Changes in weather persistence: Insight from Inuit knowledge
Elizabeth C. Weatherhead, Shari Gearheard, Roger G. Barry
2010· article· en· Global Environmental Change· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
173
citations
affno abstractunlabeled
Social and ecological effectiveness of large marine protected areas
Natalie C. Ban, Tammy E. Davies, Stacy E. Aguilera, Cassandra M. Brooks, Michael Cox, Graham Epstein +3 more
2017· article· en· Global Environmental Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
151
citations
affno abstractunlabeled
Mutual vulnerability, mutual dependence
Evan Fraser, Warren Mabee, Olav Slaymaker
2003· article· en· Global Environmental Change· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
105
citations
afffundno abstractunlabeled
Green growth rhetoric versus reality: Insights from Indonesia
Koen Kusters, John F. McCarthy, K. Obidzinski
2016· article· en· Global Environmental Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
94
citations

How this was built: Screen · Findings · About