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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.

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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Journal of Great Lakes Research
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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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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.

1,622 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.
1,622 works in the cohort · of 4,299,418page 4 of 33

Labels cover 0 of 1,622 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 1,622 of 1,622 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
Predation on Walleye Eggs by Fish on Reefs in Western Lake Erie
Edward F. Roseman, William W. Taylor, Daniel B. Hayes, Andrew Jones, James T. Francis
2006· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations
affvenueno abstractunlabeled
Lake Victoria: Overview of research needs and the way forward
Chrisphine S. Nyamweya, Ted Lawrence, Migeni Z. Ajode, Stephanie Smith, Alfred O. Achieng, James E. Barasa +18 more
2023· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations
affvenueno abstractunlabeled
Phytoplankton Nutrient Status in Lake Erie in 1997
Stephanie J. Guildford, Robert E. Hecky, Ralph E. Smith, William D. Taylor, Murray N. Charlton, Lisa Barlow-Busch +1 more
2005· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
venueno affno abstractunlabeled
A paleolimnological assessment of human impacts on Lake Superior
Victoria L. Shaw Chraïbi, Amy R. Kireta, Euan D. Reavie, Meijun Cai, Terry N. Brown
2014· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
venueaboutno affno abstractunlabeled
The influence of streams on nearshore water chemistry, Lake Ontario
Joseph C. Makarewicz, Theodore W. Lewis, Gregory L. Boyer, William J. Edwards
2012· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations
venueno affno abstractunlabeled
Survey of Siscowet Lake Trout at Their Maximum Depth in Lake Superior
Shawn P. Sitar, Helen M. Morales, Melissa T. Mata, Brandon B. Bastar, Dawn M. Dupras, Gregory D. Kleaver +1 more
2008· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations
venueno affno abstractunlabeled
Gyres and Seiches in a Large and Shallow Lake
Zhen‐Gang Ji, Kang‐Ren Jin
2006· article· en· Journal of Great Lakes Research· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
51
citations
affvenueno abstractunlabeled
Dreissenid mussels are not a “dead end” in Great Lakes food webs
Charles P. Madenjian, Steven A. Pot­hoven, Philip J. Schneeberger, Mark P. Ebener, Lloyd C. Mohr, Thomas F. Nalepa +1 more
2010· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations

How this was built: Screen · Findings · About