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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.

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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
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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 1 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
Three decades of global methane sources and sinks
S. Kirschke, Philippe Bousquet, Philippe Ciais, Marielle Saunois, Josep G. Canadell, E. J. Dlugokencky +42 more
2013· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · noneconsensus · none
2,368
citations
affno abstractunlabeled
Processes and patterns of oceanic nutrient limitation
C. Mark Moore, Matthew M. Mills, Kevin R. Arrigo, Ilana Berman‐Frank, Laurent Bopp, Philip W. Boyd +17 more
2013· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
2,268
citations
affno abstractunlabeled
Continental-scale temperature variability during the past two millennia
Moinuddin Ahmed, Edward R. Cook, Jason E. Smerdon, Brendan M. Buckley, Kevin J. Anchukaitis, Mohammed Umer +57 more
2013· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1,232
citations
affno abstractunlabeled
Carbon release through abrupt permafrost thaw
Merritt R. Turetsky, Benjamin W. Abbott, Miriam C. Jones, Katey Walter Anthony, David Olefeldt, Edward A. G. Schuur +8 more
2020· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
965
citations
affno abstractunlabeled
Global assessment of trends in wetting and drying over land
Peter Greve, Boris Orlowsky, Brigitte Mueller, Justin Sheffield, Markus Reichstein, Sonia I. Seneviratne
2014· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · noneconsensus · none
873
citations
afffundno abstractunlabeled
Global vulnerability of peatlands to fire and carbon loss
Merritt R. Turetsky, Brian W. Benscoter, Susan Page, Guillermo Rein, Guido R. van der Werf, Adam C. Watts
2014· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · noneconsensus · none
850
citations
affno abstractunlabeled
Influence of diatom diversity on the ocean biological carbon pump
Paul Tréguer, Chris Bowler, Brivaëla Moriceau, Stephanie Dutkiewicz, Marion Gehlen, Olivier Aumont +10 more
2017· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
824
citations
affno abstractunlabeled
The global volume and distribution of modern groundwater
Tom Gleeson, Kevin M. Befus, Scott Jasechko, Elco Luijendijk, M. Bayani Cardenas
2015· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
757
citations
affno abstractunlabeled
Identifying the causes of sea-level change
Glenn A. Milne, W. Roland Gehrels, Christopher W. Hughes, M. E. Tamisiea
2009· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
522
citations
affno abstractunlabeled
Core–mantle boundary heat flow
Thorne Lay, J. W. Hernlund, B. A. Buffett
2007· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
496
citations
affno abstractunlabeled
Recent global decline in endorheic basin water storages
Jida Wang, Chunqiao Song, J. T. Reager, Fangfang Yao, J. S. Famiglietti, Yongwei Sheng +5 more
2018· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
472
citations
affunlabeled
Initial results from the InSight mission on Mars
W. B. Banerdt, S. E. Smrekar, D. Banfield, Domenico Giardini, M. P. Golombek, C. L. Johnson +63 more
2020· article· en· Nature Geoscience· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
454
citations
affno abstractunlabeled
Energy budget constraints on climate response
Alexander Otto, Friederike E. L. Otto, Oliviér Boucher, John Church, Piers Forster, Nathan P. Gillett +10 more
2013· article· en· Nature Geoscience· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
341
citations
afffundno abstractunlabeled
Methylation of inorganic mercury in polar marine waters
Igor Lehnherr, Vincent L. St. Louis, Holger Hintelmann, Jane L. Kirk
2011· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
321
citations

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