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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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Geological Studies and Exploration
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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.

3,426 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.
3,426 works in the cohort · of 4,299,418page 18 of 69

Labels cover 1 of 3,426 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 3,426 of 3,426 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Integrated study of Vatyogan oil field, West-Siberian region of Russia
Ram Sharan Sharma, А.В. Бондарев, John Sharry, V. V. Shelepov, M. Greensmith, Alla S. Rovenskay Vilen E. Gavura +1 more
2000· article· en· SPE Annual Technical Conference and Exhibition· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Analysis of chemical composition of high viscous oils
I. G. Yashchenko, Yury Polishchuk
2012· article· en· Mediterranean Journal of Chemistry· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
The Arctic
Richard Thoman, Twila Moon, Matthew L. Druckenmiller, Thomas G. Askjaer, Thomas J. Ballinger, Uma S. Bhatt +82 more
2025· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutno abstractunlabeled
Surficial geology, central Devon Island, Nunavut
Arthur S. Dyke
2001· report· it· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
The Eocene flora of Svalbard and its climatic significance
Abigail Joy Clifton
2012· dissertation· en· White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York)· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
afffundunlabeled
Phanerozoic paleoenvironmental and paleoclimatic evolution in Svalbard
Aleksandra Smyrak‐Sikora, Peter Betlem, Victoria S. Engelschiøn, William J. Foster, Sten‐Andreas Grundvåg, Mads E. Jelby +20 more
2025· preprint· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Гидрогеологические условия Нарыкско-Осташкинской площади Ерунаковского района Кузбасса
Евгения Витальевна Домрочева, Константин Иванович Кузеванов, Александр Геннадьевич Гридасов, Дмитрий Александрович Сизиков
2018· article· ru· Bulletin of the Tomsk Polytechnic University Geo Assets Engineering· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations

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