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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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Fire effects on ecosystems
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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.

5,784 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.
5,784 works in the cohort · of 4,299,418page 15 of 116

Labels cover 4 of 5,784 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 5,784 of 5,784 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
The potential and realized spread of wildfires across Canada
Xianli Wang, Marc‐André Parisien, Mike Flannigan, Sean A. Parks, Kerry Anderson, John M. Little +1 more
2014· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
69
citations
affno abstractunlabeled
Wildfires in 2023
Crystal A. Kolden, John T. Abatzoglou, Matthew W. Jones, Piyush Jain
2024· review· en· Nature Reviews Earth & Environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
69
citations
affno abstractunlabeled
Fire and the Carbon Budget of Russian Forests
А. Shvidenko, S. Nilsson
2000· book-chapter· en· Ecological studies· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
69
citations
affaboutunlabeled
Future burn probability in south-central British Columbia
Xianli Wang, Marc‐André Parisien, Stephen Taylor, Daniel D. B. Perrakis, John M. Little, Mike Flannigan
2016· article· en· International Journal of Wildland Fire· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
affaboutunlabeled
The North American tree‐ring fire‐scar network
Ellis Q. Margolis, Christopher H. Guiterman, Raphaël D. Chavardès, Jonathan D. Coop, Kelsey Copes‐Gerbitz, Denyse A. Dawe +81 more
2022· article· en· Ecosphere· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
67
citations

How this was built: Screen · Findings · About