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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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Astrophysics and Star Formation 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.

affaffiliation
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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.

3,691 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
3,691 works in the cohort · of 4,299,418page 13 of 74

Labels cover 1 of 3,691 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 3,691 of 3,691 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
The RMS survey
2008· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
73
citations
affunlabeled
Coplanar circumbinary debris discs
Grant M. Kennedy, M. C. Wyatt, B. Sibthorpe, N. Phillips, Brenda C. Matthews, J. S. Greaves
2012· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
72
citations
affunlabeled
An interferometric study of the Fomalhaut inner debris disk
J. Lebreton, R. van Lieshout, J.‐C. Augereau, Olivier Absil, Bertrand Mennesson, Mihkel Kama +12 more
2013· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
72
citations
fundno affunlabeled
The VLT-FLAMES Tarantula Survey
V. Hénault-Brunet, C. J. Evans, H. Sana, Mark Gieles, N. Bastian, J. Maíz Apellániz +5 more
2012· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
72
citations
affunlabeled
Diffuse interstellar bands in RAVE survey spectra
U. Munari, L. Tomasella, M. Fiorucci, O. Bienaymé, James Binney, Joss Bland‐Hawthorn +17 more
2008· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
<i>Planck</i>intermediate results
P. A. R. Ade, N. Aghanim, M. Arnaud, M. Ashdown, J. Aumont, C. Baccigalupi +187 more
2015· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
The CARMA-NRO Orion Survey
S. Suri, Á. Sánchez-Monge, P. Schilke, S. D. Clarke, Rowan J. Smith, V. Ossenkopf +15 more
2019· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
afffundunlabeled
Magnetism and binarity of the Herbig Ae star V380 Ori
E. Alécian, G. A. Wade, C. Catala, S. Bagnulo, T. B�hm, J.‐C. Bouret +4 more
2009· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
<i>Planck</i>’s dusty GEMS
R. Cañameras, C. Yang, N. P. H. Nesvadba, A. Beelen, R. Kneißl, S. Koenig +5 more
2018· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
70
citations
affunlabeled
The close circumstellar environment of Betelgeuse
P. Kervella, G. Perrin, A. Chiavassa, S. T. Ridgway, J. Cami, X. Haubois +1 more
2011· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
69
citations
affunlabeled
Is the dust-to-gas ratio constant in molecular clouds?
Terrence S. Tricco, Daniel J. Price, Guillaume Laibe
2017· article· en· Monthly Notices of the Royal Astronomical Society Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
67
citations
affunlabeled
Galactic cold cores
M. Juvela, I. Ristorcelli, D. J. Marshall, J. Montillaud, V.-M. Pelkonen, N. Ysard +10 more
2015· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
67
citations

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