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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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Environmental Research Letters
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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.

806 results · 1 filter active ·
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20062025
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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.
806 works in the cohort · of 4,299,418page 5 of 17

Labels cover 0 of 806 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 806 of 806 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Environmental payoffs of LPG cooking in India
Devyani Singh, Shonali Pachauri, Hisham Zerriffi
2017· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
66
citations
affunlabeled
Evidence for increasing global wheat yield potential
Jose Rafael Guarin, Pierre Martre, Frank Ewert, Heidi Webber, Sibylle Dueri, Daniel F. Calderini +53 more
2022· article· en· Environmental Research Letters· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
64
citations
affunlabeled
Divergent responses of permafrost peatlands to recent climate change
Thomas G. Sim, Graeme T. Swindles, Paul J. Morris, Andy J. Baird, Claire L. Cooper, Angela Gallego‐Sala +6 more
2021· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
63
citations
afffundunlabeled
Decoupling of warming mountain snowpacks from hydrological regimes
Juan Ignacio López‐Moreno, John W. Pomeroy, Esteban Alonso‐González, Enrique Morán‐Tejeda, Jesús Revuelto
2020· article· en· Environmental Research Letters· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
affunlabeled
A review of global gridded cropping system data products
Kwang‐Hyung Kim, Yasuhiro Doi, Navin Ramankutty, Toshichika Iizumi
2021· review· en· Environmental Research Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
59
citations
affaboutunlabeled
Climate-induced fire regime amplification in Alberta, Canada
Ellen Whitman, Sean A. Parks, Lisa M. Holsinger, Marc‐André Parisien
2022· article· en· Environmental Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
56
citations
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