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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.

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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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Water-Energy-Food Nexus Studies
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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.

780 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.
780 works in the cohort · of 4,299,418page 1 of 16

Labels cover 1 of 780 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 780 of 780 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Importance and vulnerability of the world’s water towers
Walter W. Immerzeel, Arthur Lutz, Marcos Andrade, Alexis A. Bahl, Hester Biemans, Tobias Bolch +26 more
2019· article· en· Nature· Environmental Science
distilled prediction:candidate · noneconsensus · none
2,025
citations
affunlabeled
The Global Food‐Energy‐Water Nexus
Paolo D’Odorico, Kyle Frankel Davis, Lorenzo Rosa, Joel A. Carr, Davide Danilo Chiarelli, Jampel Dell’Angelo +5 more
2018· article· en· Reviews of Geophysics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
770
citations
affunlabeled
Achieving Sustainable Development Goals from a Water Perspective
Anik Bhaduri, János J. Bogárdi, Afreen Siddiqi, Holm Voigt, C. J. Vörösmarty, Claudia Pahl‐Wostl +8 more
2016· article· en· Frontiers in Environmental Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
282
citations
affno abstractunlabeled
Wedge approach to water stress
Yoshihide Wada, Tom Gleeson, Laurent Esnault
2014· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
173
citations
afffundno abstractunlabeled
Energy Flow Through Marine Ecosystems: Confronting Transfer Efficiency
Tyler D. Eddy, Joey R. Bernhardt, Julia L. Blanchard, William W. L. Cheung, Mathieu Colléter, Hubert du Pontavice +10 more
2020· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
163
citations
affunlabeled
Future changes in the trading of virtual water
Neal T. Graham, Mohamad Hejazi, Son H. Kim, Evan Davies, Jae Edmonds, Fernando Miralles‐Wilhelm
2020· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · noneconsensus · none
144
citations
affno abstractunlabeled
Applying the food–energy–water nexus concept at the local scale
Henry P. Huntington, Jennifer I. Schmidt, Philip A. Loring, Erin Whitney, Srijan Aggarwal, Amanda Byrd +11 more
2021· article· en· Nature Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
125
citations
affunlabeled
Global and Regional Evaluation of Energy for Water
Yaling Liu, Mohamad Hejazi, Page Kyle, Son H. Kim, Evan Davies, Diego G. Miralles +3 more
2016· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · stsconsensus · none
116
citations
afffundunlabeled
Energy sector water use implications of a 2 °C climate policy
Oliver Fricko, Simon Parkinson, Nils Johnson, M. Strubegger, Michelle Th van Vliet, Keywan Riahi
2016· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
109
citations
afffundunlabeled
Fog Water Collection: Challenges beyond Technology
Manzoor Qadir, Gabriela C. Jiménez, Rebecca L. Farnum, Leslie Dodson, Vladimir Smakhtin
2018· article· en· Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
101
citations
affunlabeled
Balancing clean water-climate change mitigation trade-offs
Simon Parkinson, Volker Krey, Daniel Huppmann, Taher Kahil, David McCollum, Oliver Fricko +10 more
2018· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
88
citations
fundno affunlabeled
Co-designing Indus Water-Energy-Land Futures
Yoshihide Wada, Adriano Vinca, Simon Parkinson, Bárbara Willaarts, Piotr Magnuszewski, Junko Mochizuki +27 more
2019· article· en· One Earth· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
78
citations
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