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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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Ground Water
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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.

300 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.
300 works in the cohort · of 4,299,418page 6 of 6

Labels cover 0 of 300 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 300 of 300 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Meaningless Precision
Rob Schincariol
2018· editorial· en· Ground Water· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
afffundunlabeled
Closed Analytic Elements with Flexible Geometry
Mark Ranjram, James R. Craig
2018· article· en· Ground Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Animating Ground Water Levels with Excel
Steven G. Shikaze, Allan S. Crowe
2003· article· en· Ground Water· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Author's Reply
Vincenzo Silvestri
2013· letter· en· Ground Water
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
A <scp>uthor'S</scp> R <scp>eply</scp>
Michael J. Ungs, Michael R. West, Bernard H. Kueper
2009· article· en· Ground Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Fundamentals of Groundwater, 2nd Edition
Alan E. Fryar
2025· article· en· Ground Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Gordon D. Bennett: An Appreciation
Christopher J. Neville
2025· article· en· Ground Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Passing the Baton
Christopher J. Neville
2024· article· en· Ground Water· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
A <scp>uthors</scp> ’ R <scp>eply</scp>
E.O. Frind, John Molson, David Rudolph
2007· article· en· Ground Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
A <scp>uthor’s</scp> R <scp>eply</scp>
Michael R. West, Bernard H. Kueper, Michael J. Ungs
2008· article· ru· Ground Water· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
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