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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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Communications Earth & 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
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.

305 results · 1 filter active ·
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20202025
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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.
305 works in the cohort · of 4,299,418page 3 of 7

Labels cover 0 of 305 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 305 of 305 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Global assessment and hotspots of lake drought
Xing Cheng, Shuo Wang, Jianli Chen, Amir AghaKouchak
2025· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
afffundaboutunlabeled
Projected decrease in trail access in the Arctic
James D. Ford, Dylan G. Clark, Luke Copland, Tristan Pearce, Sherilee L. Harper, Lea Berrang‐Ford +6 more
2023· article· en· Communications Earth & Environment· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
18
citations
affunlabeled
Declining severe fire activity on managed lands in Equatorial Asia
Sean Sloan, Bruno Locatelli, Niels Andela, Megan E. Cattau, David Gaveau, Luca Tacconi
2022· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
aboutno affunlabeled
Seasonal sea-ice in the Arctic’s last ice area during the Early Holocene
Henrieka Detlef, Matt O’Regan, Christian Stranne, Mads Mørk Jensen, Marianne Glasius, Thomas M. Cronin +2 more
2023· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
Geodynamic oxidation of Archean terrestrial surfaces
Xiao Wu, Jianxi Zhu, Hongping He, Haiyang Xian, Yiping Yang, Lingya Ma +5 more
2023· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Winter snowpack loss increases warm-season compound hot-dry extremes
Hao Liu, Pengfeng Xiao, Xueliang Zhang, Yongxiao Liang, Bo Tang, Siyong Chen +1 more
2024· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
affunlabeled
The foundations of the Patagonian icefields
Johannes J. Fürst, David Farías-Barahona, N. Blindow, Gino Casassa, Guisella Gacitúa, Michèle Koppes +17 more
2024· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
The low permeability of the Earth’s Precambrian crust
Grant Ferguson, Jennifer C. McIntosh, Oliver Warr, Barbara Sherwood Lollar
2023· article· en· Communications Earth & Environment· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
affaboutunlabeled
Mapping forest-based natural climate solutions
Colin S. Shanley, Rose A. Graves, C. Ronnie Drever, Michael Schindel, James Robertson, Michael J. Case +1 more
2024· article· en· Communications Earth & Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
fundaboutno affunlabeled
Millennial-aged pyrogenic carbon in high-latitude mineral soils
Marcus Schiedung, Philippa Ascough, Severin-Luca Bellè, Michael I. Bird, Lisa Bröder, Negar Haghipour +3 more
2024· article· en· Communications Earth & Environment· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations

How this was built: Screen · Findings · About