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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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BioScience
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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.

316 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.
316 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 316 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 316 of 316 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affunlabeled
The Human Footprint and the Last of the Wild
Eric W. Sanderson, Malanding Jaiteh, Marc A. Levy, Kent H. Redford, Antoinette Wannebo, Gillian Woolmer
2002· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
2,461
citations
aboutno affunlabeled
Vulnerability of Northern Prairie Wetlands to Climate Change
W. Carter Johnson, Bruce Millett, Tagir G. Gilmanov, Richard A. Voldseth, Glenn R. Guntenspergen, David E. Naugle
2005· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
396
citations
aboutno affunlabeled
What Drives the 10-year Cycle of Snowshoe Hares?
Charles J. Krebs, Rudy Boonstra, Stan Boutin, A. R. E. Sinclair
2001· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
393
citations
affunlabeled
Placing Forestry in the Assisted Migration Debate
John Pedlar, Daniel W. McKenney, Isabelle Aubin, Tannis Beardmore, Jean Beaulieu, Louis R. Iverson +3 more
2012· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
318
citations
afffundaboutunlabeled
Threats to Endangered Species in Canada
Oscar Venter, N. N. Brodeur, Leah Nemiroff, Brenna Belland, I. J. Dolinsek, James W. A. Grant
2006· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
272
citations
fundno affunlabeled
Saving the World's Terrestrial Megafauna
William J. Ripple, Guillaume Chapron, José Vicente López‐Bao, Sarah M. Durant, David W. Macdonald, Peter A. Lindsey +37 more
2016· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
239
citations
fundno affunlabeled
Values, Policy, and Ecosystem Health
Robert T. Lackey
2001· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
210
citations
afffundunlabeled
The Ecology of Disturbance Interactions
Philip J. Burton, Anke Jentsch, Lawrence R. Walker
2020· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
190
citations
affunlabeled
The Complexity of Urban Eco-evolutionary Dynamics
Marina Alberti, Eric P. Palkovacs, Simone Des Roches, Luc De Meester, Kristien I. Brans, Lynn Govaert +8 more
2020· article· en· BioScience· Environmental Science
machine prediction:candidate · noneconsensus · none
184
citations

How this was built: Screen · Findings · About