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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 Monitoring & Remediation
Topic
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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

93 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.
93 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 93 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 93 of 93 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundaboutno affunlabeled
Artificial Sweeteners in a Large Septic Plume
Dale R. Van Stempvoort, W. D. Robertson, Susan Brown
2011· article· en· Groundwater Monitoring & Remediation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
65
citations
fundno affunlabeled
Field Trials of Chaotic Advection to Enhance Reagent Delivery
Michelle S. Cho, Felipe Solano, Neil R. Thomson, M. G. Trefry, Daniel Lester, Guy Metcalfe
2019· article· en· Groundwater Monitoring & Remediation· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
36
citations
fundno affunlabeled
Permanganate Treatment of an Emplaced DNAPL Source
Neil R. Thomson, E. Hood, Grahame J. Farquhar
2007· article· en· Groundwater Monitoring & Remediation· Environmental Science
distilled prediction:candidate · noneconsensus · none
35
citations
fundno affunlabeled
Thermal Monitoring of Natural Source Zone Depletion
Kayvan Karimi Askarani, Emily B. Stockwell, K. R. Piontek, Tom Sale
2018· article· en· Groundwater Monitoring & Remediation· Environmental Science
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Remediation of Sea Water Intrusion: A Case Study
Ioannis K. Tsanis, Li‐Fan Song
2001· article· en· Groundwater Monitoring & Remediation· Environmental Science
distilled prediction:candidate · noneconsensus · none
20
citations
aboutno affunlabeled
GWMR Focus Issue on Vapor Intrusion
Todd McAlary, Paul C. Johnson
2009· article· en· Groundwater Monitoring & Remediation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
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