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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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Groundwater and Isotope Geochemistry
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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 2 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
Treatment of oily waters using vermiculite
Deepa Mysore, T. Viraraghavan
2005· article· en· Water Research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
152
citations
affaboutunlabeled
Model of seawater composition for the Phanerozoic
Robert V. Demicco, Tim K. Lowenstein, Lawrence A. Hardie, Ronald J. Spencer
2005· article· en· Geology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
149
citations
affunlabeled
Fresh Submarine Groundwater Discharge to the Near‐Global Coast
YaoQuan Zhou, Audrey H. Sawyer, Cédric H. David, J. S. Famiglietti
2019· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
139
citations
affno abstractunlabeled
Isotope Methods for Dating Old Groundwater
François Caron
2014· article· en· Journal of Environmental Radioactivity· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
125
citations
affunlabeled
Groundwater is a hidden global keystone ecosystem
Mattia Saccò, Stefano Mammola, Florian Altermatt, Roman Alther, Rossano Bolpagni, Anton Brancelj +44 more
2023· article· en· Global Change Biology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
123
citations
afffundunlabeled
Global groundwater warming due to climate change
Susanne A. Benz, Dylan J. Irvine, Gabriel C. Rau, Peter Bayer, Kathrin Menberg, Philipp Blum +3 more
2024· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
112
citations

How this was built: Screen · Findings · About