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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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Astronomy and Astrophysical Research
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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.

1,799 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.
1,799 works in the cohort · of 4,299,418page 12 of 36

Labels cover 1 of 1,799 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 1,799 of 1,799 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.

affunlabeled
Pre-main-sequence variable stars
John R. Percy
2007· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Transiting Exoplanet Community Early Release Science Program
Natalie M. Batalha, Jacob L. Bean, Kevin B. Stevenson, Munazza K. Alam, Natasha E. Batalha, Björn Benneke +55 more
2017· article· en· Research Portal (Queen's University Belfast)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Planetary LIPs
Richard E. Ernst
2014· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
The DRAO Synthesis Telescope
T. L. Landecker, Leonid Belostotski, James Brown, Brent Carlson, Xuan Du, T. Foster +8 more
2019· preprint· en· arXiv (Cornell University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
1
citations
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