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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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Water-Energy-Food Nexus Studies
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
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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.

780 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.
780 works in the cohort · of 4,299,418page 4 of 16

Labels cover 1 of 780 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 780 of 780 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Breaking the spell
Evan Davies
2018· article· en· Nature Energy· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affaboutunlabeled
Hydroelectric Reservoirs as Anthropogenic Sources of Greenhouse Gases
Nicolas Soumis, Marc Lucotte, René Canuel, Sebastian Weissenberger, Stéphane Houel, Catherine Larose +1 more
2004· other· en· Water Encyclopedia· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
25
citations
aboutno affunlabeled
Meeting the Zero Discharge Challenge for Produced Water
Børre Knudsen, M. Hjelsvold, Tone Karin Frost, M. B. E. Svarstad, P.G. Grini, C. F. Willumsen +1 more
2004· article· en· Proceedings of SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production· Environmental Science
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
The water planetary boundary: interrogation and revision
Tom Gleeson, Lan Erlandsson, Samuel C. Zipper, Miina Porkka, Fernando Jaramillo, Dieter Gerten +4 more
2019· preprint· en· Environmental Science
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Energy trade tempers Nile water conflict
Mikiyas Etichia, Mohammed Basheer, Ruben Bravo, José Nicolás Melchor Gutiérrez, Atsede G. Endegnanew, José María Faci González +5 more
2024· article· en· Nature Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
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