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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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Earth system science data
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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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

249 results · 1 filter active ·
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20102025
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Machine labels · sparse coverage
Evidence
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
249 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 249 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 249 of 249 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Global Carbon Budget 2020
2020· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2,537
citations
afffundunlabeled
Global Carbon Budget 2022
2022· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,810
citations
affunlabeled
Global Carbon Budget 2019
2019· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,707
citations
affunlabeled
Global Carbon Budget 2018
2018· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,671
citations
afffundunlabeled
Global Carbon Budget 2021
2022· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,616
citations
fundno affunlabeled
Global Carbon Budget 2023
2023· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,362
citations
affunlabeled
Global Carbon Budget 2017
2018· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,153
citations
affunlabeled
Global Carbon Budget 2016
2016· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,131
citations
affunlabeled
The global methane budget 2000–2012
2016· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,107
citations
afffundunlabeled
Global Carbon Budget 2024
2025· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · noneconsensus · none
517
citations
aboutno affunlabeled
A sudden stratospheric warming compendium
2017· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
419
citations
affaboutunlabeled
State of Wildfires 2023–2024
2024· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
218
citations
affunlabeled
Global nitrous oxide budget (1980–2020)
2024· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
205
citations
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