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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 41 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.

affunlabeled
TESS first look at evolved compact pulsators
S. Charpinet, P. Brassard, G. Fontaine, V. Van Grootel, Weikai Zong, N. Giammichele +26 more
2019· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Polluting white dwarfs with perturbed exo-comets
Ilaria Caiazzo, Jeremy Heyl
2017· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
38
citations
afffundaboutunlabeled
The SPIRou legacy survey
P. Fouqué, Eder Martioli, J.‐F. Donati, L T Lehmann, B. Zaire, S. Bellotti +18 more
2023· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
37
citations
afffundunlabeled
X-Shooting ULLYSES: Massive stars at low metallicity
C. Hawcroft, H. Sana, L. Mahy, J. O. Sundqvist, A. de Koter, P. A. Crowther +23 more
2023· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Giant tidal tails of helium escaping the hot Jupiter HAT-P-32 b
Zhoujian Zhang, Caroline Morley, Michael Gully-Santiago, Morgan MacLeod, Antonija Oklopčić, Jessica Luna +11 more
2023· article· en· Science Advances· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
37
citations
afffundunlabeled
Short-term variability and mass loss in Be stars
D. Baade, A. Pigulski, Th. Rivinius, A. C. Carciofi, D. Panoglou, M. R. Ghoreyshi +8 more
2018· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
37
citations
affunlabeled
ISPY-NACO Imaging Survey for Planets around Young stars
R. Launhardt, Th. Henning, A. Quirrenbach, D. Ségransan, H. Avenhaus, R. van Boekel +18 more
2020· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
37
citations
affunlabeled
The Carina Project
M. Fabrizio, M. Nonino, G. Bono, F. Primas, F. Thévenin, P. B. Stetson +13 more
2015· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
37
citations
afffundunlabeled
Discovery of starspots on Vega
T. Böhm, M. Holschneider, F. Lignières, P. Petit, M. Rainer, F. Paletou +5 more
2015· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
37
citations
affunlabeled
The hot γ Doradus and Maia stars
L. A. Balona, C. A. Engelbrecht, Y. C. Joshi, S. C. Joshi, Kaushal Kumar Sharma, Е. А. Семенко +5 more
2016· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
37
citations
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