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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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Peatlands and Wetlands Ecology
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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
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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.

2,926 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.
2,926 works in the cohort · of 4,299,418page 2 of 59

Labels cover 1 of 2,926 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 2,926 of 2,926 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Carbon balance of a boreal patterned peatland
J. M. Waddington, Nigel T. Roulet
2000· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
251
citations
affunlabeled
Peatlands and Their Role in the Global Carbon Cycle
Zicheng Yu, David W. Beilman, S. Frolking, Glen M. MacDonald, Nigel T. Roulet, Philip Camill +1 more
2011· article· en· Eos· Environmental Science
distilled prediction:candidate · noneconsensus · none
245
citations
afffundunlabeled
The uncertain climate footprint of wetlands under human pressure
Ana Maria Roxana Petrescu, Annalea Lohila, Juha‐Pekka Tuovinen, Dennis Baldocchi, Ankur R. Desai, Nigel T. Roulet +38 more
2015· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
222
citations
affno abstractunlabeled
Digital mapping of peatlands – A critical review
Budiman Minasny, Örjan Berglund, John Connolly, C. Hedley, F. de Vries, Alessandro Gimona +14 more
2019· review· en· Earth-Science Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
220
citations
afffundno abstractunlabeled
Boreal peatland C fluxes under varying permafrost regimes
Merritt R. Turetsky, R. Kelman Wieder, Dale H. Vitt
2002· article· en· Soil Biology and Biochemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
206
citations
affaboutunlabeled
Annual cycle of CO<sub>2</sub> exchange at a bog peatland
Peter M. Lafleur, Nigel T. Roulet, Stuart W. Admiral
2001· article· en· Journal of Geophysical Research Atmospheres· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
204
citations
affno abstractunlabeled
Spatial Ecology and Conservation Modeling
Robert J. Fletcher, Marie‐Josée Fortin
2018· book· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
203
citations
affunlabeled
Bryophytes as Indicators of Climate Change
L. Dennis Gignac
2001· article· en· The Bryologist· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
184
citations
affno abstractunlabeled
Dating recent peat deposits
Merritt R. Turetsky, Sturt W. Manning, R. Kelman Wieder
2004· article· en· Wetlands· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
171
citations

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