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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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venuejournal
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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 5 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.

affno abstractunlabeled
Development of the Indonesian and Malaysian Fire Danger Rating Systems
William J. de Groot, Robert D. Field, Michael A. Brady, Orbita Roswintiarti, Maznorizan Mohamad
2006· article· en· Mitigation and Adaptation Strategies for Global Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
177
citations
affno abstractunlabeled
Climate, Weather, and Area Burned
Mike Flannigan, B. Mike Wotton
2001· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
176
citations
afffundunlabeled
Warming enabled upslope advance in western US forest fires
Mohammad Reza Alizadeh, John T. Abatzoglou, Charles H. Luce, Jan Adamowski, Arvin Farid, Mojtaba Sadegh
2021· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
174
citations
affunlabeled
Radiative forcing of natural forest disturbances
T. L. O’Halloran, B. E. Law, Michael L. Goulden, Zhuosen Wang, Jordan G. Barr, Crystal Schaaf +5 more
2011· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
170
citations
affunlabeled
ENSO modulates wildfire activity in China
Keyan Fang, Qichao Yao, Zhengtang Guo, Ben Zheng, Jianhua Du, Fangzhong Qi +6 more
2021· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · noneconsensus · none
168
citations
affunlabeled
Resistance of the boreal forest to high burn rates
Jessie Héon, Dominique Arseneault, Marc‐André Parisien
2014· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
166
citations
venueno affunlabeled
Prescribed fire effects on the herbaceous layer of mixed-oak forests
Todd F. Hutchinson, Ralph E. J. Boerner, Steve Sutherland, Elaine Kennedy Sutherland, Marilyn Ortt, Louis R. Iverson
2005· article· en· Canadian Journal of Forest Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
166
citations
affno abstractunlabeled
Amazon wildfires: Scenes from a foreseeable disaster
Paulo Brando, Márcia N. Macedo, Divino Vicente Silvério, Ludmila Rattis, Lucas N. Paolucci, Ane Alencar +2 more
2020· article· en· Flora· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
165
citations
affvenueaboutunlabeled
Future emissions from Canadian boreal forest fires
B. D. Amiro, Alan S. Cantin, Mike Flannigan, William J. de Groot
2009· article· en· Canadian Journal of Forest Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
164
citations

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