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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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Karst Systems and Hydrogeology
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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.

210 results · 1 filter active ·
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20002025
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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.
210 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 210 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 210 of 210 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Tracer tests in karst hydrogeology and speleology
Nico Goldscheider, Joe Meiman, Michiel Pronk, Christopher Smart
2008· article· en· International Journal of Speleology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
296
citations
affunlabeled
Paleoflood events recorded by speleothems in caves
Fernando Gázquez, José María Calaforra, Paolo Forti, Heather Stoll, Bassam Ghaleb, Antonio Delgado‐Huertas
2014· article· en· Earth Surface Processes and Landforms· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Spatial organization of the impulse response in a karst aquifer
Célestine Delbart, Danièle Valdés, Florent Barbecot, Antoine Tognelli, L. Couchoux
2016· article· en· Journal of Hydrology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
fundno affunlabeled
High-resolution gravity study of the Gray Fossil Site
Julia Laws Whitelaw, Kevin Mickus, Michael J. Whitelaw, Jerry Nave
2008· article· en· Geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
25
citations

How this was built: Screen · Findings · About