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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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Astronomy and Astrophysical Research
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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.

1,799 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.
1,799 works in the cohort · of 4,299,418page 1 of 36

Labels cover 1 of 1,799 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 1,799 of 1,799 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Kepler Asteroseismology Program: Introduction and First Results
Ronald L. Gilliland, Timothy M. Brown, J. Christensen‐Dalsgaard, H. Kjeldsen, C. Aerts, T. Appourchaux +29 more
2009· article· en· Publications of the Astronomical Society of the Pacific· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
488
citations
afffundunlabeled
The Hyper Suprime-Cam software pipeline
2017· article· en· Publications of the Astronomical Society of Japan· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
486
citations
affunlabeled
The Galaxies of the Local Group
Sidney Bergh
2000· book· en· Cambridge University Press eBooks· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
384
citations
affunlabeled
DATA MINING AND MACHINE LEARNING IN ASTRONOMY
Nicholas M. Ball, Robert J. Brunner
2010· article· en· International Journal of Modern Physics D· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
379
citations
aboutno affunlabeled
MegaCam: the new Canada-France-Hawaii Telescope wide-field imaging camera
O. Boulade, X. Charlot, P. Abbon, Stéphan Aune, P. Borgeaud, Pierre-Henri Carton +16 more
2003· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
281
citations
affunlabeled
Learning to predict the cosmological structure formation
Siyu He, Yin Li, Yu Feng, Shirley Ho, Siamak Ravanbakhsh, Wei Chen +1 more
2019· article· en· Proceedings of the National Academy of Sciences· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
215
citations
affunlabeled
RESONANT REPULSION OF <i>KEPLER</i> PLANET PAIRS
2012· article· he· The Astrophysical Journal Letters· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
203
citations
affunlabeled
Cosmic Shear from Galaxy Spins
2000· article· en· The Astrophysical Journal· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
202
citations
affunlabeled
Practical Statistics for Astronomers
J. V. Wall, Charles Jenkins
2012· book· en· Cambridge University Press eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
184
citations
affunlabeled
[no title]
R. S. de Jong, Oscar Agertz, Alex Agudo Berbel, James Aird, D. M. Alexander, A. M. Amarsi +322 more
2019· preprint· en· Bristol Research (University of Bristol)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · sts+open_science
151
citations
affno abstractunlabeled
OSIRIS: A diffraction limited integral field spectrograph for Keck
James Larkin, M. Barczys, A. Krabbe, Sean M. Adkins, Ted Aliado, Paola Amico +19 more
2006· article· en· New Astronomy Reviews· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
139
citations
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