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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
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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 2 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.

afffundunlabeled
Global Carbon Budget 2024
Pierre Friedlingstein, Michael O’Sullivan, Matthew W. Jones, Robbie M. Andrew, Judith Hauck, Peter Landschützer +115 more
2025· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · noneconsensus · none
517
citations
affunlabeled
Precision requirements for space‐based data
Charles E. Miller, David Crisp, Philip L. DeCola, S. C. Olsen, J. T. Randerson, A. M. Michalak +22 more
2007· article· en· Journal of Geophysical Research Atmospheres· Environmental Science
distilled prediction:candidate · noneconsensus · none
418
citations
affunlabeled
Effective radiative forcing and adjustments in CMIP6 models
Chris Smith, Ryan J. Kramer, Gunnar Myhre, Kari Alterskjær, W. J. Collins, Adriana Sima +23 more
2020· article· en· Atmospheric chemistry and physics· Environmental Science
distilled prediction:candidate · noneconsensus · none
409
citations
affunlabeled
The Housing Market Impacts of Shale Gas Development
Lucija Muehlenbachs, Elisheba Spiller, Christopher Timmins
2015· article· en· American Economic Review· Environmental Science
distilled prediction:candidate · noneconsensus · none
396
citations
afffundunlabeled
On the climate impacts of blue hydrogen production
Christian Bauer, Karin Treyer, Cristina Antonini, Joule Bergerson, Matteo Gazzani, Emre Gençer +9 more
2021· article· en· Sustainable Energy & Fuels· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
326
citations
affvenueaboutunlabeled
Carbon in Canada’s boreal forest — A synthesis
Werner A. Kurz, Cindy Shaw, Céline Boisvenue, G. Stinson, Juha M. Metsaranta, Donald G. Leckie +3 more
2013· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
326
citations
affunlabeled
Constraining global methane emissions and uptake by ecosystems
Renato Spahni, R. Wania, Lisa Neef, Michiel van Weele, Isabelle Pison, Philippe Bousquet +5 more
2011· article· en· Biogeosciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
323
citations
affno abstractunlabeled
Large emissions from floodplain trees close the Amazon methane budget
Sunitha Pangala, Alex Enrich‐Prast, Luana S. Basso, Roberta Bittencourt Peixoto, David Bastviken, Edward R. C. Hornibrook +9 more
2017· article· en· Nature· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
321
citations
affunlabeled
Earth system models: an overview
Gregory M. Flato
2011· article· en· Wiley Interdisciplinary Reviews Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
321
citations

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