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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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Ecological studies
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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.

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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.

35 results · 1 filter active ·
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20002024
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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.
35 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 35 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 35 of 35 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Decomposition in Boreal Peatlands
Tim R. Moore
2006· book-chapter· en· Ecological studies· Environmental Science
machine prediction:candidate · noneconsensus · none
152
citations
affno abstractunlabeled
Throughfall and Stemflow in Wooded Ecosystems
Delphis F. Levia, Richard F. Keim, Darryl E. Carlyle‐Moses, Ethan E. Frost
2011· book-chapter· en· Ecological studies· Environmental Science
machine prediction:candidate · noneconsensus · none
148
citations
affno abstractunlabeled
Permafrost Ecosystems
Akira Osawa, O. A. Zyryanova, Yojiro Matsuura, Takuya Kajimoto, Ross W. Wein
2010· book· en· Ecological studies· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
89
citations
affno abstractunlabeled
Restoration of Degraded Boreal Peatlands
Line Rochefort, Elve Lode
2006· book-chapter· en· Ecological studies· Environmental Science
machine prediction:candidate · noneconsensus · none
89
citations
affno abstractunlabeled
Fire and the Carbon Budget of Russian Forests
А. Shvidenko, S. Nilsson
2000· book-chapter· en· Ecological studies· Environmental Science
machine prediction:candidate · noneconsensus · none
69
citations
affno abstractunlabeled
Carbon Release from Fires in the North American Boreal Forest
Nancy H. F. French, Eric S. Kasischke, B. J. Stocks, James P. Mudd, David L. Martell, Bryan S. Lee
2000· book-chapter· en· Ecological studies· Environmental Science
machine prediction:candidate · noneconsensus · none
66
citations
affno abstractunlabeled
Invertebrates on Green Roofs
J. Scott MacIvor, Kelly Ksiazek‐Mikenas
2015· book-chapter· en· Ecological studies· Environmental Science
machine prediction:candidate · noneconsensus · none
49
citations
affaboutno abstractunlabeled
Fire Management in the Boreal Forests of Canada
Paul C. Ward, William Mawdsley
2000· book-chapter· en· Ecological studies· Environmental Science
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Cracking “Open” Technology in Ecohydrology
B. Turner, David Hill, Kellee Caton
2020· book-chapter· en· Ecological studies· Environmental Science
machine prediction:candidate · open_scienceconsensus · none
5
citations
affno abstractunlabeled
Disruption, Succession and Stochasticity
J. Timothy Wootton, Mathieu Cusson, Sérgio A. Navarrete, Peter S. Petraitis
2009· book-chapter· en· Ecological studies· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Dendroecology: Lessons Learned and Future Frontiers
Mariano M. Amoroso, Lori D. Daniels, Patrick J. Baker
2017· book-chapter· en· Ecological studies· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations

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