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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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Galaxies: Formation, Evolution, Phenomena
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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.

7,589 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.
7,589 works in the cohort · of 4,299,418page 86 of 152

Labels cover 6 of 7,589 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 7,589 of 7,589 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.

aboutno affunlabeled
SARCS strong-lensing galaxy groups
G. Foëx, V. Motta, Marceau Limousin, T. Verdugo, Anupreeta More, R. Cabanac +2 more
2013· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Kinematics of galaxies in compact groups
S. Torres-Flores, C. Mendes de Oliveira, P. Amram, H. Plana, B. Epinat, C. Carignan +1 more
2010· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
aboutno affunlabeled
Deep near-infrared spectroscopy of submillimetre-selected galaxies
Chris Simpson, J. S. Dunlop, S. Eales, R. J. Ivison, S. E. Scott, S. J. Lilly +1 more
2004· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
The Ionization Source in the Nucleus of M84
Gary Bower, R. F. Green, Alice C. Quillen, A. C. Danks, T. Gull, J. B. Hutchings +6 more
2000· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
The history of stellar metallicity in a simulated disc galaxy
Owain Snaith, Jeremy Bailin, B. K. Gibson, Eric F. Bell, G. S. Stinson, Monica Valluri +2 more
2016· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
SCUBA observations of NGC 1275
2001· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
fundno affunlabeled
BUDDI-MaNGA II: the star-formation histories of bulges and discs of S0s
Evelyn J. Johnston, Boris Häußler, Keerthana Jegatheesan, Amelia Fraser-McKelvie, L. Coccato, A. Cortesi +4 more
2022· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
fundno affunlabeled
Discovery of a red backsplash galaxy candidate near M81
Kirsten J Casey, Johnny P. Greco, Annika H. G. Peter, A. B. Davis
2023· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
19
citations
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