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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 3 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.

fundvenueno affno abstractunlabeled
Current Status and Trends in Muskegon Lake, Michigan
Alan D. Steinman, Mary E. Ogdahl, Richard R. Rediske, Carl R. Ruetz, Bopaiah A. Biddanda, Lori Nemeth
2008· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
69
citations
affvenueaboutno abstractunlabeled
Urban influences on Cladophora blooms in Lake Ontario
Scott N. Higgins, Christopher M. Pennuto, E. Todd Howell, Theodore W. Lewis, Joseph C. Makarewicz
2012· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
66
citations
venueno affno abstractunlabeled
Lyngbya wollei in western Lake Erie
Thomas B. Bridgeman, Wanda A. Penamon
2010· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
66
citations
afffundvenueaboutunlabeled
Seasonal habitat-use differences among Lake Erie’s walleye stocks
Jordan K. Matley, Matthew D. Faust, Graham D. Raby, Yingying Zhao, Jake M. Robinson, Tom MacDougall +4 more
2020· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
65
citations
venueno affno abstractunlabeled
Exotic species in Lake Champlain
J. Ellen Marsden, Michael Hauser
2009· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
65
citations
venueno affno abstractunlabeled
The Quagga Mussel Invades the Lake Superior Basin
Igor A. Grigorovich, John R. Kelly, John A. Darling, Corlis W. West
2008· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
62
citations
venueaboutno affno abstractunlabeled
Simulating the thermal behavior in Lake Ontario using EFDC
Rumana Reaz Arifin, Scott James, Dilkushi A. de Alwis Pitts, Alan F. Hamlet, Ashish Sharma, Harindra J. S. Fernando
2016· article· en· Journal of Great Lakes Research· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
affvenueno abstractunlabeled
Lake Erie Trophic Status Collaborative Study
Gerald Matisoff, Jan J. H. Ciborowski
2005· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
60
citations
venueno affno abstractunlabeled
Research to Guide Use of Pheromones to Control Sea Lamprey
Weiming Li, Michael Twohey, Michael L. Jones, C. Michael Wagner
2007· article· en· Journal of Great Lakes Research· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
60
citations

How this was built: Screen · Findings · About