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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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Conservation Biology
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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.

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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.

603 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.
603 works in the cohort · of 4,299,418page 2 of 13

Labels cover 0 of 603 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 603 of 603 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.

affunlabeled
The Control of Biological Invasions in the World's Oceans
Nicholas J. Bax, James T. Carlton, Amy Mathews-Amos, Richard L. Haedrich, Francis G. Howarth, J. E. Purcell +2 more
2001· article· en· Conservation Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
215
citations
afffundaboutunlabeled
Emerging problems of data quality in citizen science
Roman Lukyanenko, Jeffrey Parsons, Yolanda F. Wiersma
2016· editorial· en· Conservation Biology· Decision Sciences
machine prediction:candidate · metaresearchconsensus · metaresearch
209
citations
affunlabeled
Bolder science needed now for protected areas
James Watson, Emily S. Darling, Oscar Venter, Martine Maron, Joe Walston, Hugh P. Possingham +4 more
2015· article· en· Conservation Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
205
citations
affunlabeled
Precision of Population Viability Analysis
Stephen P. Ellner, John Fieberg, Donald Ludwig, Chris Wilcox
2002· article· en· Conservation Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
197
citations
affunlabeled
Establishing IUCN Red List Criteria for Threatened Ecosystems
Jon Paul Rodrı́guez, Kathryn M. Rodríguez‐Clark, Jonathan Baillie, Neville Ash, John Benson, Timothy Boucher +15 more
2010· article· en· Conservation Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
190
citations
affunlabeled
An introduction to decision science for conservation
Victoria Hemming, Abbey E. Camaclang, Megan S. Adams, Mark A. Burgman, Katherine Carbeck, Josie Carwardine +18 more
2021· review· en· Conservation Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
184
citations
affaboutunlabeled
Global rarity of intact coastal regions
Brooke Williams, James Watson, Hawthorne L. Beyer, Carissa J. Klein, Jamie Montgomery, Rebecca K. Runting +7 more
2021· article· en· Conservation Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
166
citations
afffundunlabeled
Global mismatches in aboveground and belowground biodiversity
Erin K. Cameron, Inês S. Martins, Patrick Lavelle, Jérôme Mathieu, Leho Tedersoo, Mohammad Bahram +17 more
2019· article· en· Conservation Biology· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
156
citations
aboutno affunlabeled
A quantitative global review of species population monitoring
Caroline Moussy, Ian J. Burfield, P. J. Stephenson, Arabella F. E. Newton, Stuart H. M. Butchart, William J. Sutherland +12 more
2021· review· en· Conservation Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
156
citations
afffundunlabeled
Utility of biological sensor tags in animal conservation
Alexander D. M. Wilson, Martin Wikelski, Rory P. Wilson, Steven J. Cooke
2015· review· en· Conservation Biology· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
135
citations
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