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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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Urban Heat Island Mitigation
Retraction
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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.

1,158 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.
1,158 works in the cohort · of 4,299,418page 1 of 24

Labels cover 1 of 1,158 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 1,158 of 1,158 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.

affunlabeled
Local Climate Zones for Urban Temperature Studies
Iain D. Stewart, T. R. Oke
2012· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
4,211
citations
affno abstractunlabeled
Contribution of urbanization to warming in China
Ying Sun, Xuebin Zhang, Guoyu Ren, Francis W. Zwiers, Ting Hu
2016· article· en· Nature Climate Change· Environmental Science
machine prediction:candidate · noneconsensus · none
473
citations
affunlabeled
Urban ecosystems and the North American carbon cycle
Diane E. Pataki, Ralph J. Alig, Alan S. Fung, Nancy E. Golubiewski, Christopher Kennedy, E. Gregory McPherson +2 more
2006· article· en· Global Change Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
451
citations
affunlabeled
Urban Climates and Climate Change
Valéry Masson, Aude Lemonsu, Julia Hidalgo, James Voogt
2020· article· en· Annual Review of Environment and Resources· Environmental Science
machine prediction:candidate · noneconsensus · none
348
citations
affno abstractunlabeled
Global multi-model projections of local urban climates
Lei Zhao, Keith W. Oleson, Elie Bou‐Zeid, E. Scott Krayenhoff, Andrew Bray, Qing Zhu +3 more
2021· article· en· Nature Climate Change· Environmental Science
machine prediction:candidate · noneconsensus · none
340
citations
fundno affno abstractunlabeled
Energy simulation of vertical greenery systems
Nyuk Hien Wong, Alex Yong Kwang Tan, Puay Yok Tan, Ngian Chung Wong
2009· article· en· Energy and Buildings· Environmental Science
machine prediction:candidate · noneconsensus · none
270
citations
afffundno abstractunlabeled
Outdoor human comfort in an urban climate
T. Stathopoulos, Hanqing Wu, John Zacharias
2003· article· en· Building and Environment· Environmental Science
machine prediction:candidate · noneconsensus · none
228
citations
affno abstractunlabeled
Effect of green roof on ambient CO2 concentration
Jianfeng Li, Onyx W. H. Wai, Y.S. Li, Jie-Min Zhan, Y. Alexander Ho, James Li +1 more
2010· article· en· Building and Environment· Environmental Science
machine prediction:candidate · noneconsensus · none
206
citations
afffundunlabeled
Urban heat island in the subsurface
Grant Ferguson, Allan D. Woodbury
2007· article· en· Geophysical Research Letters· Environmental Science
machine prediction:candidate · noneconsensus · none
191
citations
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