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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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Environmental Research Letters
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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.

806 results · 1 filter active ·
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20062025
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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.
806 works in the cohort · of 4,299,418page 3 of 17

Labels cover 0 of 806 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 806 of 806 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Existing fossil fuel extraction would warm the world beyond 1.5 °C
Kelly Trout, Greg Muttitt, Dimitri Lafleur, Thijs Van de Graaf, Roman Mendelevitch, Mei Lan +1 more
2022· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
109
citations
affunlabeled
Streamflow droughts aggravated by human activities despite management
Anne F. Van Loon, Sally Rangecroft, Gemma Coxon, Micha Werner, Niko Wanders, Giuliano Di Baldassarre +26 more
2022· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
101
citations
aboutno affunlabeled
A multi-model analysis of risk of ecosystem shifts under climate change
Lila Warszawski, A. D. Friend, Sebastian Ostberg, Katja Frieler, Wolfgang Lucht, Sibyll Schaphoff +17 more
2013· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
100
citations
affunlabeled
Gas hydrates: entrance to a methane age or climate threat?
Volker Krey, Josep G. Canadell, Nebojša Nakićenović, Yuichi Abe, Harald Andruleit, David Archer +12 more
2009· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
99
citations
aboutno affunlabeled
Active layer thickness as a function of soil water content
Leah K. Clayton, Kevin Schaefer, Michael Battaglia, Laura Bourgeau‐Chavez, Jingyi Chen, Richard H. Chen +16 more
2021· article· en· Environmental Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
96
citations
affunlabeled
Missing pieces to modeling the Arctic-Boreal puzzle
Joshua B. Fisher, Daniel J. Hayes, Christopher R. Schwalm, D. N. Huntzinger, Eric Stofferahn, Kevin Schaefer +21 more
2017· article· en· Environmental Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
92
citations
aboutno affunlabeled
Climate drivers of global wildfire burned area
Manolis Grillakis, Apostolos Voulgarakis, Anastasios Rovithakis, Konstantinos Seiradakis, Aristeidis Koutroulis, Robert D. Field +3 more
2022· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
90
citations
affunlabeled
Recent dynamics of arctic and sub-arctic vegetation
Howard E. Epstein, Isla H. Myers‐Smith, Donald A. Walker
2013· article· en· Environmental Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
88
citations
affunlabeled
Balancing clean water-climate change mitigation trade-offs
Simon Parkinson, Volker Krey, Daniel Huppmann, Taher Kahil, David McCollum, Oliver Fricko +10 more
2018· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
88
citations
aboutno affunlabeled
Increasing occurrence of heat waves in the terrestrial Arctic
Srdjan Dobričić, Simone Russo, Luca Pozzoli, J. R. Wilson, E. Vignati
2019· article· en· Environmental Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
87
citations
aboutno affunlabeled
The ethanol program in Brazil
José Goldemberg
2006· article· en· Environmental Research Letters· Engineering
distilled prediction:candidate · noneconsensus · none
84
citations

How this was built: Screen · Findings · About