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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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Wiley Interdisciplinary Reviews Water
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Retraction
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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.

73 results · 1 filter active ·
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20132025
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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.
73 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 73 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 73 of 73 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
A review of groundwater in high mountain environments
Lauren Somers, Jeffrey M. McKenzie
2020· review· en· Wiley Interdisciplinary Reviews Water· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
321
citations
affunlabeled
People need freshwater biodiversity
Abigail J. Lynch, Steven J. Cooke, Angela H. Arthington, Claudio Baigún, Lisa Bossenbroek, Chris Dickens +16 more
2023· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
203
citations
affunlabeled
Applications of spatial statistical network models to stream data
Daniel J. Isaak, Erin E. Peterson, Jay M. Ver Hoef, Seth J. Wenger, Jeffrey A. Falke, Christian E. Torgersen +7 more
2014· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
189
citations
affunlabeled
Rising water temperature in rivers: Ecological impacts and future resilience
Matthew F. Johnson, Lindsey K. Albertson, Adam C. Algar, Stephen J. Dugdale, Patrick M. Edwards, Judy England +8 more
2024· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
128
citations
afffundaboutunlabeled
The changing water cycle: the Boreal Plains ecozone of Western Canada
Andrew Ireson, Alan Barr, Jill F. Johnstone, Steven D. Mamet, Garth van der Kamp, Colin J. Whitfield +7 more
2015· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · noneconsensus · none
110
citations
afffundunlabeled
A primer on stream temperature processes
Jason A. Leach, Christa Kelleher, Barret L. Kurylyk, R. D. Moore, Bethany T. Neilson
2023· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
79
citations
afffundunlabeled
Guidelines for cold‐regions groundwater numerical modeling
Pierrick Lamontagne‐Hallé, Jeffrey M. McKenzie, Barret L. Kurylyk, John Molson, Laura Lyon
2020· article· en· Wiley Interdisciplinary Reviews Water· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
74
citations
fundno affunlabeled
Revisiting global trends in freshwater insect biodiversity
Sonja C. Jähnig, Viktor Baranov, Florian Altermatt, Peter S. Cranston, Juergen Geist, Fengzhi He +13 more
2020· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
72
citations
aboutno affunlabeled
Aquatic ecosystem metabolism as a tool in environmental management
Kathi Jo Jankowski, Francine Mejia, Joanna R. Blaszczak, Gordon W. Holtgrieve
2021· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
affunlabeled
Terrestrial diatoms as tracers in catchment hydrology: a review
Laurent Pfister, Carlos E. Wetzel, Julian Klaus, Núria Martínez‐Carreras, Marta Antonelli, Adriaan J. Teuling +1 more
2017· review· en· Wiley Interdisciplinary Reviews Water· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
45
citations
fundno affunlabeled
Flooding water and society
Alejandro Camargo, Luisa Cortesi
2019· article· en· Wiley Interdisciplinary Reviews Water· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
30
citations
affunlabeled
A new flow path: <scp>eDNA</scp> connecting hydrology and biology
Dawn R. URycki, Anish Kirtane, Rachel Aronoff, Carlos Arturo Bohórquez Ávila, Rosetta C. Blackman, Luca Carraro +8 more
2024· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
27
citations
affunlabeled
Food web perspectives and methods for riverine fish conservation
Sean M. Naman, Seth M. White, J. Ryan Bellmore, Peter A. McHugh, Matthew J. Kaylor, Colden V. Baxter +3 more
2022· article· en· Wiley Interdisciplinary Reviews Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations

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