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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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One Earth
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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.

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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.

131 results · 1 filter active ·
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20192025
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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.
131 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 131 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 131 of 131 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
A framework for complex climate change risk assessment
Nicholas P. Simpson, Katharine J. Mach, Andrew Constable, Ryan Hogarth, Mark Howden, Judy Lawrence +15 more
2021· article· en· One Earth· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
668
citations
affunlabeled
The Resilience of Indigenous Peoples to Environmental Change
James D. Ford, Nia King, Eranga K. Galappaththi, Tristan Pearce, Graham McDowell, Sherilee L. Harper
2020· article· en· One Earth· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
425
citations
afffundunlabeled
The Greening of the Sahara: Past Changes and Future Implications
Francesco S. R. Pausata, Marco Gaetani, Gabriele Messori, Alexis Berg, Danielle Maia de Souza, Rowan F. Sage +1 more
2020· article· en· One Earth· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
255
citations
affno abstractunlabeled
Sustainability of the global sand system in the Anthropocene
Aurora Torres, Mark U. Simoni, Jakob K. Keiding, Daniel B. Müller, Sophus zu Ermgassen, Jianguo Liu +3 more
2021· article· en· One Earth· Social Sciences
distilled prediction:candidate · noneconsensus · none
194
citations
affno abstractunlabeled
The Water Planetary Boundary: Interrogation and Revision
Tom Gleeson, Lan Wang‐Erlandsson, Samuel C. Zipper, Miina Porkka, Fernando Jaramillo, Dieter Gerten +20 more
2020· article· en· One Earth· Social Sciences
distilled prediction:candidate · noneconsensus · none
171
citations
affunlabeled
Achieving a nature- and people-positive future
David Obura, Fabrice DeClerck, Peter H. Verburg, Joyeeta Gupta, Jesse F. Abrams, Xuemei Bai +16 more
2022· article· en· One Earth· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
118
citations
afffundunlabeled
Research priorities for global food security under extreme events
Zia Mehrabi, Ruth Delzeit, Adriana Ignaciuk, Christian Levers, Ginni Braich, Kushank Bajaj +44 more
2022· article· en· One Earth· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
105
citations
affno abstractunlabeled
Ensuring a Post-COVID Economic Agenda Tackles Global Biodiversity Loss
Pamela McElwee, Esther Turnout, Mireille Chiroleu‐Assouline, Jennifer A. Clapp (University of Waterloo), Cindy Isenhour, Tim Jackson +12 more
2020· review· en· One Earth· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
103
citations
afffundno abstractunlabeled
Urbanization, Migration, and Adaptation to Climate Change
W. Neil Adger, Anne‐Sophie Crépin, Carl Folke, Daniel Ospina, F. Stuart Chapin, Kathleen Segerson +13 more
2020· article· en· One Earth· Social Sciences
distilled prediction:candidate · noneconsensus · none
97
citations
affunlabeled
The Global Forest Transition as a Human Affair
Claude García, Sini Savilaakso, R.W. Verburg, Victoria Gutierrez, Sarah Jane Wilson, Cornelia B. Krug +17 more
2020· article· en· One Earth· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
81
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
affno abstractunlabeled
Social sustainability and equity in the blue economy
Nathan Bennett, Sebastián Villasante, María José Espinosa-Romero, Priscila F. M. Lopes, Samiya Ahmed Selim, Edward H. Allison
2022· article· en· One Earth· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
75
citations
affno abstractunlabeled
Ten new insights in climate science 2024
Roberto Schaeffer, E. Lisa F. Schipper, Daniel Ospina, Paula Mirazo, Ane Alencar, Mehrnaz Anvari +74 more
2025· review· en· One Earth· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations

How this was built: Screen · Findings · About