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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, Biodiversity, and Resource Management
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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.

1,802 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.
1,802 works in the cohort · of 4,299,418page 10 of 37

Labels cover 1 of 1,802 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 1,802 of 1,802 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Ensuring applied ecology has impact
E.J. Milner‐Gulland, Jos Barlow, Marc W. Cadotte, Philip E. Hulme, Gillian Kerby, Mark J. Whittingham
2012· article· en· Journal of Applied Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
affunlabeled
Mapping Conservation Strategies under a Changing Climate
R. Travis Belote, Matthew S. Dietz, Peter S. McKinley, Anne A. Carlson, Carlos Carroll, Clinton N. Jenkins +4 more
2017· article· en· BioScience· Environmental Science
distilled prediction:candidate · stsconsensus · none
34
citations
aboutno affunlabeled
Collection and consumption of non-wood forest products in Europe
Marko Lovrić, Riccardo Da Re, Enrico Vidale, Irina Prokofieva, Jennifer L. G. Wong, Davide Pettenella +2 more
2021· article· en· Forestry An International Journal of Forest Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Time to fix the biodiversity leak
Andrew Balmford, Thomas Ball, Ben Balmford, Ian J. Bateman, Graeme M. Buchanan, Gianluca Cerullo +16 more
2025· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
32
citations
affunlabeled
The scope of empowerment for conservation and communities
Michael A. Petriello, Lauren Redmore, Aby Sène-Harper, Dhananjaya Katju, Lilian Barraclough, Sara Boyd +3 more
2024· review· en· Conservation Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
A Case for Indigenous Community Forestry
Julia Lawler, Ryan Bullock
2017· article· en· Journal of Forestry· Environmental Science
distilled prediction:candidate · stsconsensus · none
32
citations
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