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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.

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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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Climate change and permafrost
Retraction
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

5,389 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.
5,389 works in the cohort · of 4,299,418page 8 of 108

Labels cover 8 of 5,389 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 5,389 of 5,389 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Ecological Implications of Changes in the Arctic Cryosphere
Warwick F. Vincent, Terry V. Callaghan, Dorthe Dahl‐Jensen, Margareta Johansson, Kit M. Kovacs, Christine Michel +3 more
2011· article· en· AMBIO· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
111
citations
affno abstractunlabeled
Save northern high-latitude catchments
Hjalmar Laudon, Christopher Spence, Jim Buttle, Sean K. Carey, Jeffrey J. McDonnell, J. P. McNamara +2 more
2017· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
107
citations
aboutno affunlabeled
Inland waters and their role in the carbon cycle of Alaska
S. M. Stackpoole, David Butman, David W. Clow, Kristine L. Verdin, Benjamin V. Gaglioti, Hélène Genet +1 more
2017· article· en· Ecological Applications· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
106
citations
affno abstractunlabeled
Temperature thresholds of ecosystem respiration at a global scale
Alice S. A. Johnston, Andrew Meade, Jonas Ardö, Nicola Arriga, Andy Black, Peter D. Blanken +24 more
2021· article· en· Nature Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
103
citations
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How this was built: Screen · Findings · About