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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
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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 10 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.

affno abstractunlabeled
The future of ecology is collaborative, inclusive and deconstructs biases
Kelly S. Ramirez, Asmeret Asefaw Berhe, Jenn M. Burt, Graciela Gil‐Romera, Rebecca F. Johnson, Amanda M. Koltz +7 more
2017· letter· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
25
citations
venueaboutno affunlabeled
Monitoring Finnish family forestry
Heimo Karppinen, Harri Hänninen
2006· article· en· The Forestry Chronicle· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
25
citations
affunlabeled
Community Forestry
Ryan Bullock, Kevin Hanna
2012· book· en· Cambridge University Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
affunlabeled
Underexplored and growing economic costs of invasive alien trees
Romina Fernández, Phillip J. Haubrock, Ross N. Cuthbert, Gustavo Heringer, Melina Kourantidou, Emma J. Hudgins +4 more
2023· article· en· Scientific Reports· Environmental Science
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Drivers of compliance monitoring in forest commons
Graham Epstein, Georgina G. Gurney, Sivee Chawla, John M. Anderies, Jacopo A. Baggio, Hita Unnikrishnan +2 more
2021· article· en· Nature Sustainability· Environmental Science
distilled prediction:candidate · noneconsensus · none
24
citations
venueno affunlabeled
Comparison of some annual forest inventory estimators
Paul C. Van Deusen
2002· article· en· Canadian Journal of Forest Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations
affvenueaboutunlabeled
Spatial non-timber valuation decision support systems
Kojo M. Akabua, Wiktor Adamowicz, Peter C. Boxall
2000· article· en· The Forestry Chronicle· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations

How this was built: Screen · Findings · About