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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
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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.

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 12 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 Housing Market Impacts of Shale Gas Development
Lucija Muehlenbachs, Elisheba Spiller, Christopher Timmins
2014· preprint· en· National Bureau of Economic Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
69
citations
afffundunlabeled
Radiative Forcing of Quadrupling CO2
Minghong Zhang, Yi Huang
2013· article· en· Journal of Climate· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
69
citations
affno abstractunlabeled
The Economics of Shale Gas Development
Charles F. Mason, Lucija Muehlenbachs, Sheila M. Olmstead
2015· article· en· SSRN Electronic Journal· Environmental Science
distilled prediction:candidate · noneconsensus · none
69
citations
affno abstractunlabeled
Do Hydroelectric Reservoirs Emit Greenhouse Gases?
A. Tremblay, Maryse Lambert, Luc Gagnon
2004· article· en· Environmental Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
67
citations
affno abstractunlabeled
Carbon Release from Fires in the North American Boreal Forest
Nancy H. F. French, Eric S. Kasischke, B. J. Stocks, James P. Mudd, David L. Martell, Bryan S. Lee
2000· book-chapter· en· Ecological studies· Environmental Science
distilled prediction:candidate · noneconsensus · none
66
citations
affunlabeled
Chapter G2 Carbon emissions from land use and land-cover change
R. A. Houghton, Guido R. van der Werf, Ruth DeFries, Matthew C. Hansen, Joanna I. House, Corinne Le Quéré +2 more
2012· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
66
citations
fundno affunlabeled
Refining national greenhouse gas inventories
Leehi Yona, Benjamin Cashore, Robert B. Jackson, Jean Pierre Ometto, Mark A. Bradford
2020· article· en· AMBIO· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
65
citations
affunlabeled
Isoscapes to Address Large‐Scale Earth Science Challenges
Gabriel J. Bowen, Jason B. West, Bruce H. Vaughn, Todd E. Dawson, James R. Ehleringer, Marilyn L. Fogel +8 more
2009· article· en· Eos· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
65
citations

How this was built: Screen · Findings · About