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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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Stellar, planetary, and galactic studies
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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.

6,765 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.
6,765 works in the cohort · of 4,299,418page 22 of 136

Labels cover 2 of 6,765 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 6,765 of 6,765 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
AmFm and lithium gap stars
M. Vick, G. Michaud, J. Richer, O. Richard
2010· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
72
citations
affunlabeled
Solar-Like Oscillations in a Massive Star
K. Belkacem, R. Samadi, M. J. Goupil, Laure Lefèvre, F. Baudin, S. Deheuvels +12 more
2009· article· en· Science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
71
citations
affunlabeled
The Evolution of Very Massive Stars
Houria Belkus, Joris Van Bever, D. Vanbeveren
2007· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
fundno affunlabeled
The population of hot subdwarf stars studied with <i>Gaia</i>
R. Culpan, S. Geier, Nicole Reindl, Ingrid Pelisoli, N. P. Gentile Fusillo, A. Vorontseva
2022· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
fundno affunlabeled
The sub-Jupiter mass transiting exoplanet WASP-11b
R. G. West, A. Collier Cameron, Leslie Hebb, Y. C. Joshi, D. Pollacco, E. K. Simpson +23 more
2009· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
fundno affunlabeled
Gaia 1 and 2. A pair of new Galactic star clusters
S. E. Koposov, Vasily Belokurov, G. Torrealba
2017· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
afffundunlabeled
TERMS PHOTOMETRY OF KNOWN TRANSITING EXOPLANETS
Diana Dragomir, Stephen R. Kane, Genady Pilyavsky, Suvrath Mahadevan, David R. Ciardi, J. Zachary Gazak +7 more
2011· article· en· The Astronomical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Oxygen Abundances in Metal‐poor Stars
J. P. Fulbright, Jennifer A. Johnson
2003· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
69
citations
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