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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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Springer textbooks in earth sciences, geography and environment
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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.

9 results · 1 filter active ·
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20202023
Publication date
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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.
9 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 9 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 9 of 9 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Plastics
Kathryn Berry, Nora Hall, Kay Critchell, Kayi Chan, Beaudin Bennett, Munro Mortimer +1 more
2023· book-chapter· en· Springer textbooks in earth sciences, geography and environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
Isotopes and the Natural Environment
Paul Alexandre
2020· book· en· Springer textbooks in earth sciences, geography and environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
The Coal Farms of the Late Paleozoic
Robert A. Gastaldo, Marion K. Bamford, John H. Calder, William A. DiMichele, Roberto Iannuzzi, André Jasper +6 more
2020· book-chapter· en· Springer textbooks in earth sciences, geography and environment· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Glacial Isostatic Adjustment
Pippa L. Whitehouse, Glenn A. Milne, Kurt Lambeck
2020· book-chapter· en· Springer textbooks in earth sciences, geography and environment· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Geochemical Exploration
Paul Alexandre
2021· book-chapter· en· Springer textbooks in earth sciences, geography and environment· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Human Health
Paul Alexandre
2020· book-chapter· en· Springer textbooks in earth sciences, geography and environment· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The Biosphere
Paul Alexandre
2020· book-chapter· en· Springer textbooks in earth sciences, geography and environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Archaeometry and Society
Paul Alexandre
2020· book-chapter· en· Springer textbooks in earth sciences, geography and environment· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Basin Mapping Methods
Andrew D. Miall
2022· book-chapter· en· Springer textbooks in earth sciences, geography and environment· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About