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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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Aquatic Ecosystem Health & Management
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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
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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.

317 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.
317 works in the cohort · of 4,299,418page 1 of 7

Labels cover 1 of 317 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 317 of 317 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Exotic species in large lakes of the world
Spencer R. Hall, Edward L. Mills
2000· article· en· Aquatic Ecosystem Health & Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
65
citations
affunlabeled
Persistent organic pollutants and mercury in the Himalaya
Mark D. Loewen, Subodh Sharma, Gregg T. Tomy, Fei Wang, Paul Bullock, Frank Wania
2005· article· en· Aquatic Ecosystem Health & Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
61
citations
afffundaboutunlabeled
Evolution of lakes in the Huron basin: Deglaciation to present
C F M Lewis, P. F. Karrow, Stefan M. Blasco, Francine M.G. McCarthy, John W. King, Theodore C. Moore +1 more
2008· article· en· Aquatic Ecosystem Health & Management· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
Great Lakes wetlands as amphibian habitats: A review
Stephen J. Hecnar
2004· review· en· Aquatic Ecosystem Health & Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
37
citations
aboutno affunlabeled
The large lake ecosystems of northern Canada
Marlene S. Evans
2000· article· en· Aquatic Ecosystem Health & Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
affaboutunlabeled
Physical processes affecting water quality in Hamilton Harbour
Ram Yerubandi, Leon Boegman, Hadiseh Bolkhari, Véronique P. Hiriart‐Baer
2016· article· en· Aquatic Ecosystem Health & Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affunlabeled
Sediments in ships: Biota as biological contaminants
Sarah A. Bailey, Ian C. Duggan, Kanavillil Nandakumar, Hugh J. MacIsaac
2007· article· en· Aquatic Ecosystem Health & Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
28
citations
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