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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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Atmospheric and Environmental Gas Dynamics
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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.

5,307 results · 1 filter active ·
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20002025
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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.
5,307 works in the cohort · of 4,299,418page 1 of 107

Labels cover 5 of 5,307 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 5,307 of 5,307 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Global Methane Budget 2000-2017
Marielle Saunois, Ann R. Stavert, Benjamin Poulter, Philippe Bousquet, Josep G. Canadell, Robert B. Jackson +85 more
2019· article· en· NOAA Institutional Repository· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2,643
citations
affunlabeled
Global Carbon Budget 2020
Pierre Friedlingstein, Michael O’Sullivan, Matthew W. Jones, Robbie M. Andrew, Judith Hauck, Are Olsen +80 more
2020· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2,537
citations
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
afffundunlabeled
Global Carbon Budget 2022
Pierre Friedlingstein, Michael O’Sullivan, Matthew W. Jones, Robbie M. Andrew, Luke Gregor, Judith Hauck +100 more
2022· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,810
citations
affunlabeled
Global Carbon Budget 2019
Pierre Friedlingstein, Matthew W. Jones, Michael O’Sullivan, Robbie M. Andrew, Judith Hauck, Glen P. Peters +70 more
2019· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,707
citations
affunlabeled
Global Carbon Budget 2018
Corinne Le Quéré, Robbie M. Andrew, Pierre Friedlingstein, Stephen Sitch, Judith Hauck, Julia Pongratz +70 more
2018· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,671
citations
afffundunlabeled
Global Carbon Budget 2021
Pierre Friedlingstein, Matthew W. Jones, Michael O’Sullivan, Robbie M. Andrew, Dorothée C. E. Bakker, Judith Hauck +88 more
2022· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,616
citations
fundno affunlabeled
Global Carbon Budget 2023
Pierre Friedlingstein, Michael O’Sullivan, Matthew W. Jones, Robbie M. Andrew, Dorothée C. E. Bakker, Judith Hauck +116 more
2023· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,362
citations
affunlabeled
Carbon emissions from land use and land-cover change
R. A. Houghton, Joanna I. House, Julia Pongratz, Guido R. van der Werf, Ruth DeFries, Matthew C. Hansen +2 more
2012· article· en· Biogeosciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,343
citations
affunlabeled
Global Carbon Budget 2017
Corinne Le Quéré, Robbie M. Andrew, Pierre Friedlingstein, Stephen Sitch, Julia Pongratz, Andrew C. Manning +71 more
2018· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,153
citations
affunlabeled
Global Carbon Budget 2016
Corinne Le Quéré, Robbie M. Andrew, Josep G. Canadell, Stephen Sitch, Jan Ivar Korsbakken, Glen P. Peters +61 more
2016· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,131
citations
affunlabeled
The global methane budget 2000–2012
Marielle Saunois, Philippe Bousquet, Benjamin Poulter, Anna Peregon, Philippe Ciais, Josep G. Canadell +75 more
2016· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,107
citations
affunlabeled
Current status of Landsat program, science, and applications
Michael A. Wulder, Thomas R. Loveland, David P. Roy, Christopher J. Crawford, Jeffrey G. Masek, Curtis E. Woodcock +30 more
2019· article· en· Remote Sensing of Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,106
citations
affunlabeled
Sensitivity of the carbon cycle in the Arctic to climate change
A. David McGuire, Leif G. Anderson, Torben R. Christensen, S R Dallimore, Laodong Guo, Daniel J. Hayes +4 more
2009· article· en· Ecological Monographs· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,065
citations
affunlabeled
Atmospheric Lifetime of Fossil Fuel Carbon Dioxide
David Archer, Michael Eby, Victor Brovkin, Andy Ridgwell, Long Cao, Uwe Mikolajewicz +5 more
2009· article· en· Annual Review of Earth and Planetary Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,017
citations
affaboutunlabeled
Methane Leaks from North American Natural Gas Systems
Adam R. Brandt, Garvin Heath, E. A. Kort, Francis O’Sullivan, Gabrielle Pétron, Sarah M. Jordaan +10 more
2014· article· en· Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
946
citations
affno abstractunlabeled
Greenhouse gas emissions intensity of global croplands
Kimberly M. Carlson, James Gerber, Nathaniel D. Mueller, Mario Herrero, Graham K. MacDonald, Kate A. Brauman +5 more
2016· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
724
citations
affunlabeled
Terrestrial biosphere models need better representation of vegetation phenology: results from the <scp>N</scp>orth <scp>A</scp>merican <scp>C</scp>arbon <scp>P</scp>rogram <scp>S</scp>ite <scp>S</scp>ynthesis
Andrew D. Richardson, M. Altaf Arain, Alan Barr, Gil Bohrer, Guangsheng Chen, Jing M Chen +24 more
2011· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow
715
citations
affunlabeled
Rising atmospheric methane: 2007–2014 growth and isotopic shift
Euan G. Nisbet, E. J. Dlugokencky, Martin Manning, David Lowry, Rebecca Fisher, James L. France +18 more
2016· article· en· Global Biogeochemical Cycles· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
556
citations

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