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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 94 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.

fundno affunlabeled
Signature of a chemical spread in the open cluster M37
M. Griggio, M. Salaris, S. Cassisi, A. Pietrinferni, L. R. Bedin
2022· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
A revisit to the enigmatic variable star 21 Comae
E. Paunzen, G. Handler, Przemysław Walczak, Stefan Hümmerich, E. Niemczura, T. Kallinger +8 more
2019· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Convective Boundary Mixing Processes
Evan H. Anders, Adam S. Jermyn, Daniel Lecoanet, J. R. Fuentes, Lydia Korre, Benjamin P. Brown +1 more
2022· article· en· Research Notes of the AAS· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
afffundaboutunlabeled
Catalogue of BRITE-Constellation targets
K. Zwintz, A. Pigulski, R. Kuschnig, G. A. Wade, G. Mark Doherty, M. Earl +22 more
2023· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
The double-lined spectroscopic binary HR 6046
C. D. Scarfe, R. F. Griffin, R. E. M. Griffin
2007· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
First performance of the GeMS + GMOS system – 1. Imaging
Pascale Hibon, Vincent Garrel, Benoît Neichel, Benjamin Prout, François Rigaut, Alice de Koning +3 more
2016· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
New KiDS in town
M. Gatto, M. Bellazzini, C. Tortora, V. Ripepi, M. Dall’Ora, M. Cignoni +6 more
2024· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
5
citations
afffundunlabeled
Pavo: Stellar Feedback in Action in a Low-mass Dwarf Galaxy
Michael G. Jones, Martin P. Rey, David J. Sand, Kristine Spekkens, Burçı̇n Mutlu-Pakdı̇l, Elizabeth A. K. Adams +10 more
2025· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
ATREIDES
V. Bourrier, M. Steiner, A. Castro-González, D. J. Armstrong, O. Attia, Samuel Gill +72 more
2025· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
5
citations
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