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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-Science Reviews
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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.

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

Labels cover 1 of 164 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 164 of 164 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Digital mapping of peatlands – A critical review
2019· review· en· Earth-Science Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
220
citations
afffundno abstractunlabeled
The nitrogen budget of Earth
2015· article· en· Earth-Science Reviews· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
212
citations
affno abstractunlabeled
Reevaluating dune scaling relations
2016· article· en· Earth-Science Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
177
citations
affno abstractunlabeled
Aerosol remote sensing in polar regions
2014· article· en· Earth-Science Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
162
citations
affno abstractunlabeled
Structural inheritance in the North Atlantic
2019· article· en· Earth-Science Reviews· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
151
citations
affno abstractunlabeled
Platinum in Earth surface environments
2014· article· en· Earth-Science Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
113
citations
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How this was built: Screen · Findings · About