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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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Nature Geoscience
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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.

337 results · 1 filter active ·
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20072025
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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.
337 works in the cohort · of 4,299,418page 4 of 7

Labels cover 1 of 337 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 337 of 337 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Predator-induced reduction of freshwater carbon dioxide emissions
Trisha B. Atwood, Edd Hammill, Hamish S. Greig, Pavel Kratina, Jonathan B. Shurin, Diane S. Srivastava +1 more
2013· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
100
citations
aboutno affno abstractunlabeled
Newly detected ozone-depleting substances in the atmosphere
Johannes C. Laube, Mike J. Newland, Christopher J. Hogan, Carl A. M. Brenninkmeijer, Paul J. Fraser, Patricia Martinerie +6 more
2014· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
99
citations
affunlabeled
Magnetite authigenesis and the warming of early Mars
Nicholas J. Tosca, Imad A. M. Ahmed, Benjamin M. Tutolo, Alice Ashpitel, J. A. Hurowitz
2018· article· en· Nature Geoscience· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
95
citations
affno abstractunlabeled
The global contribution of soil mosses to ecosystem services
David J. Eldridge, Emilio Guirado, Peter B. Reich, Raúl Ochoa‐Hueso, Miguel Berdugo, Tadeo Sáez‐Sandino +44 more
2023· article· en· Nature Geoscience· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
93
citations
affno abstractunlabeled
Impact of inclusive field trips
Brett Gilley, Christopher L. Atchison, Anthony D Feig, Alison Stokes
2015· article· en· Nature Geoscience· Social Sciences
distilled prediction:candidate · noneconsensus · none
92
citations
aboutno affno abstractunlabeled
Deep Arctic Ocean warming during the last glacial cycle
T. M. Cronin, Gary S. Dwyer, Jesse R. Farmer, Henning A. Bauch, Robert F. Spielhagen, Martin Jakobsson +3 more
2012· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
82
citations
affno abstractunlabeled
The role of calcification in carbonate compensation
Bernard P. Boudreau, Jack J. Middelburg, Yiming Luo
2018· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
Committed climate warming
H. Damon Matthews, Andrew J. Weaver
2010· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
aboutno affno abstractunlabeled
Challenges for the recovery of the ozone layer
Xuekun Fang, J. A. Pyle, Martyn P. Chipperfield, J. S. Daniel, Sunyoung Park, Ronald G. Prinn
2019· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
80
citations
affno abstractunlabeled
Beyond the water balance
Jeffrey J. McDonnell
2017· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
76
citations
affno abstractunlabeled
Oxidized iron in garnets from the mantle transition zone
Ekaterina S. Kiseeva, Denis M. Vasiukov, Bernard J. Wood, Catherine McCammon, Thomas Stachel, Maxim Bykov +5 more
2018· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
72
citations
aboutno affno abstractunlabeled
Global increase of ozone-depleting chlorofluorocarbons from 2010 to 2020
Luke M. Western, Martin K. Vollmer, Paul B. Krummel, Karina E. Adcock, Molly Crotwell, Paul J. Fraser +12 more
2023· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations

How this was built: Screen · Findings · About