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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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Groundwater and Isotope Geochemistry
Retraction
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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.

1,332 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.
1,332 works in the cohort · of 4,299,418page 5 of 27

Labels cover 1 of 1,332 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 1,332 of 1,332 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Release of phosphorus from sediments in Lake Biwa
Tom Murphy, A. Lawson, M. Kumagai, C. Nalewajko
2001· article· en· Limnology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations
affunlabeled
A Framework for Untangling Transient Groundwater Mixing and Travel Times
Andrea Popp, Álvaro Pardo‐Álvarez, Oliver S. Schilling, Andreas Scheidegger, Stéphanie Musy, Morgan Peel +4 more
2021· article· en· Water Resources Research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
affunlabeled
The rapid yet uneven turnover of Earth's groundwater
Kevin M. Befus, Elco Luijendijk, Tom Gleeson, M. Bayani Cardenas
2017· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
affaboutunlabeled
Nitrogen transformations along a shallow subterranean estuary
Mathilde Couturier, Gwendoline Tommi-Morin, Maude Sirois, Alexandra Rao, Christian Nozais, Gwénaëlle Chaillou
2017· article· en· Biogeosciences· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
52
citations
affunlabeled
Deep Meteoric Water Circulation in Earth's Crust
Jennifer C. McIntosh, Grant Ferguson
2021· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
venueno affunlabeled
Groundwater Recharge Assessment in the Chateauguay River Watershed
Anne Croteau, Miroslav Nastev, René Lefebvre
2010· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
48
citations
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