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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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Forest Management and Policy
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,661 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.
2,661 works in the cohort · of 4,299,418page 4 of 54

Labels cover 7 of 2,661 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 2,661 of 2,661 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Canadian Forest Policy
Michael Howlett
2001· book· en· University of Toronto Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
61
citations
afffundunlabeled
The role of incentive mechanisms in promoting forest restoration
Anazélia M. Tedesco, Pedro H. S. Brancalion, Michelle Hak Hepburn, Khalil Walji, Kerrie A. Wilson, Hugh P. Possingham +5 more
2022· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Panarchy: opportunities and challenges for ecosystem management
Ahjond S. Garmestani, Dirac Twidwell, David G. Angeler, Shana M. Sundstrom, Chris Barichievy, Brian C. Chaffin +11 more
2020· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
57
citations
afffundno abstractunlabeled
Herbivore Impacts on Carbon Cycling in Boreal Forests
Shawn Leroux, Yolanda F. Wiersma, Eric Vander Wal
2020· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
56
citations
venueaboutno affunlabeled
Ageing and decline of trembling aspen stands in Quebec
David Pothier, Frédéric Raulier, Martin Riopel
2004· article· en· Canadian Journal of Forest Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
53
citations

How this was built: Screen · Findings · About