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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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Permafrost and Periglacial Processes
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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.

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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.

227 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.
227 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 227 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 227 of 227 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.

afffundunlabeled
The distribution and dynamics of aufeis in permafrost regions
Timothy Ensom, Olga Makarieva, Peter Morse, D. L. Kane, Владимир Романович Алексеев, Philip Marsh
2020· article· en· Permafrost and Periglacial Processes· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
59
citations
affunlabeled
Characterisation of the Permafrost Carbon Pool
Peter Kuhry, Guido Grosse, J. W. Harden, Gustaf Hugelius, Charles D. Koven, C. L. Ping +2 more
2013· article· en· Permafrost and Periglacial Processes· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
58
citations

How this was built: Screen · Findings · About