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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
Abstract
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Study design
Label agreement
Label status

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.

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 3 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.

affunlabeled
Optimization of DRASTIC method by artificial neural network, nitrate vulnerability index, and composite DRASTIC models to assess groundwater vulnerability for unconfined aquifer of Shiraz Plain, Iran
Mohammad Ali Baghapour, Amir Fadaei Nobandegani, Nasser Talebbeydokhti, Somayeh Bagherzadeh, Ata Allah Nadiri, Maryam Gharekhani +1 more
2016· article· en· Journal of Environmental Health Science and Engineering· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
109
citations
affno abstractunlabeled
The origin and mechanisms of salinization of the lower Jordan river
Efrat Farber, Avner Vengosh, Ittai Gavrieli, Amer Marie, Thomas D. Bullen, Bernhard Mayer +2 more
2004· article· en· Geochimica et Cosmochimica Acta· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
94
citations
affno abstractunlabeled
Geochemical Evolution of Great Salt Lake, Utah, USA
Blair F. Jones, David L. Naftz, Ronald J. Spencer, Charles G. Oviatt
2008· article· en· Aquatic Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
93
citations
affno abstractunlabeled
Discovery of active hydrothermal venting in Lake Taupo, New Zealand
Cornel E.J. de Ronde, P. Stoffers, Dieter Garbe‐Schönberg, Bruce Christenson, Brian Jones, R. Manconi +6 more
2002· article· en· Journal of Volcanology and Geothermal Research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
afffundunlabeled
Crustal Groundwater Volumes Greater Than Previously Thought
Grant Ferguson, Jennifer C. McIntosh, Oliver Warr, Barbara Sherwood Lollar, C. J. Ballentine, J. S. Famiglietti +5 more
2021· article· en· Geophysical Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
81
citations
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