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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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Earth s Future
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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.

184 results · 1 filter active ·
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20072025
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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.
184 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 184 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 184 of 184 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Toward mountains without permanent snow and ice
Matthias Huss, Bodo Bookhagen, Christian Huggel, Dean Jacobsen, Raymond S. Bradley, John J. Clague +8 more
2017· article· en· Earth s Future· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
588
citations
afffundunlabeled
Integrated Assessment of Urban Overheating Impacts on Human Life
Negin Nazarian, E. Scott Krayenhoff, Benjamin Bechtel, David M. Hondula, Riccardo Paolini, Jennifer Vanos +11 more
2022· article· en· Earth s Future· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
214
citations
affunlabeled
Time Evolution of the Surface Urban Heat Island
Iain D. Stewart, E. Scott Krayenhoff, James Voogt, Jacob Lachapelle, Michael Allen, Ashley M. Broadbent
2021· article· en· Earth s Future· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
151
citations
aboutno affunlabeled
Understanding the weather signal in national crop‐yield variability
Katja Frieler, Bernhard Schauberger, Almut Arneth, Juraj Balkovič, James Chryssanthacopoulos, Delphine Deryng +11 more
2017· article· en· Earth s Future· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
146
citations
affunlabeled
Increasing Heat‐Stress Inequality in a Warming Climate
Mohammad Reza Alizadeh, John T. Abatzoglou, Jan Adamowski, Jeffrey P. Prestemon, Bhaskar Chittoori, Ata Akbari Asanjan +1 more
2022· article· en· Earth s Future· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
133
citations
affunlabeled
A High‐End Estimate of Sea Level Rise for Practitioners
Roderik S. W. van de Wal, Robert J. Nicholls, David Béhar, Kathleen L. McInnes, Detlef Stammer, Jason Lowe +22 more
2022· article· en· Earth s Future· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
120
citations
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