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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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Frontiers in Earth Science
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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
aboutaboutness

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

263 results · 1 filter active ·
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20142025
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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.
263 works in the cohort · of 4,299,418page 2 of 6

Labels cover 0 of 263 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 263 of 263 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Under-Ice Light Field in the Western Arctic Ocean During Late Summer
Gaëlle Veyssière, Giulia Castellani, Jeremy Wilkinson, Michael Kärcher, Alexander Hayward, Julienne Strœve +8 more
2022· article· en· Frontiers in Earth Science· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Yedoma Permafrost Genesis: Over 150 Years of Mystery and Controversy
Y. Shur, Daniel Fortier, M. Torre Jorgenson, Mikhail Kanevskiy, Lutz Schirrmeister, Jens Strauß +2 more
2022· article· en· Frontiers in Earth Science· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
afffundaboutunlabeled
An Earthquake Early Warning System for Southwestern British Columbia
Angela Schlesinger, Jacob Kukovica, A. Rosenberger, M. Heesemann, B. Pirenne, Jessica Robinson +1 more
2021· article· en· Frontiers in Earth Science· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
20
citations
aboutno affunlabeled
Experimental diagenesis using present-day submarine turbidite sands
Abdulwahab Muhammad Bello, Dimitrios Charlaftis, Stuart J. Jones, Jon Gluyas, Sanem Açıkalın, Matthieu Cartigny +1 more
2022· article· en· Frontiers in Earth Science· Engineering
distilled prediction:candidate · noneconsensus · none
19
citations
fundno affunlabeled
Microhabitat Variability in Human Evolution
Robert Patalano, Rebecca Hamilton, Emma M. Finestone, Noel Amano, Phoebe Heddell-Stevens, Makarius Itambu +2 more
2021· article· en· Frontiers in Earth Science· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations

How this was built: Screen · Findings · About