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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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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 31 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
Kinematics with Gaia DR2: the force of a dwarf
I. Carrillo, Ivan Minchev, Matthias Steinmetz, G. Monari, Chervin F. P. Laporte, F. Anders +7 more
2019· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
52
citations
affunlabeled
The shortest period field contact binary
2008· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
52
citations
afffundunlabeled
BACCHUS Analysis of Weak Lines in APOGEE Spectra (BAWLAS)
Christian R. Hayes, T. Masseron, Jennifer Sobeck, D. A. García–Hernández, Carlos Allende Prieto, Rachael L. Beaton +8 more
2022· article· en· The Astrophysical Journal Supplement Series· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
51
citations
affunlabeled
THE Onfp CLASS IN THE MAGELLANIC CLOUDS
N. R. Walborn, Ian D. Howarth, C. J. Evans, P. A. Crowther, A. F. J. Moffat, Nicole St‐Louis +5 more
2010· article· en· The Astronomical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
51
citations
affunlabeled
WR 146 -- observing the OB-type companion
Sarah Mi Ra Dougherty, P. M. Williams, D. Pollacco
2000· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
51
citations
affunlabeled
Stellar multiplicity and debris discs: an unbiased sample
David R. Rodriguez, Gaspard Duchêne, H. Tom, Grant M. Kennedy, Brenda C. Matthews, J. S. Greaves +1 more
2015· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
51
citations
affunlabeled
MACHOs in M 31? Absence of evidence but notevidence of absence
J. T. A. de Jong, Lawrence M. Widrow, P. Cseresnjes, Konrad Kuijken, Arlin Crotts, Alex Bergier +5 more
2006· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
51
citations
fundno affunlabeled
The GAPS Programme at TNG
Lorenzo Pino, Matteo Brogi, Jean-Michel Désert, V. Nascimbeni, A. S. Bonomo, Emily Rauscher +22 more
2022· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
51
citations
affunlabeled
Detection of Fe I Emission in the Dayside Spectrum of WASP-33b
Stevanus K. Nugroho, Neale P. Gibson, Ernst de Mooij, M. Herman, Chris Watson, Hajime Kawahara +1 more
2020· article· en· Research Portal (Queen's University Belfast)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
51
citations

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