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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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Review of Scientific Instruments
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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.

affaffiliation
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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.

759 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.
759 works in the cohort · of 4,299,418page 10 of 16

Labels cover 2 of 759 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 759 of 759 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
A compact setup to study homogeneous nucleation and condensation
Mattias Karlsson, Ivo Alxneit, Frederik Rütten, D. Wuillemin, Hans Rudolf Tschudi
2007· article· en· Review of Scientific Instruments· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Thomson scattering at general fusion
W. C. Young, D. Parfeniuk
2016· article· en· Review of Scientific Instruments· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
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