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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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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 12 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
<i>Herschel</i>observations of the W43 “mini-starburst”
John Bally, L. D. Anderson, Cara Battersby, L. Calzoletti, A. M. DiGiorgio, F Faustini +17 more
2010· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
79
citations
fundno affunlabeled
Discovery of a Perseus-like cloud in the early Universe
P. Noterdaeme, Jens-Kristian Krogager, S. A. Balashev, J. Ge, N. Gupta, T. Krühler +7 more
2016· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
78
citations
affunlabeled
GRAIN ALIGNMENT IN STARLESS CORES
2014· article· en· The Astronomical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
78
citations
affunlabeled
Flybys in protoplanetary discs – II. Observational signatures
Nicolás Cuello, F. Louvet, Daniel Mentiplay, C. Pinte, Daniel J. Price, Andrew J. Winter +11 more
2019· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
77
citations
affunlabeled
UWISH2 - the UKIRT Widefield Infrared Survey for H2
D. Froebrich, C. J. Davis, Georgios Ioannidis, T. M. Gledhill, M. Takami, A. Chrysostomou +27 more
2011· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
76
citations
fundno affunlabeled
Water in star-forming regions with<i>Herschel</i>(WISH)
F. van der Tak, L. Chavarría, F. Herpin, F. Wyrowski, C. M. Walmsley, E. F. van Dishoeck +9 more
2013· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
76
citations
affunlabeled
Evolution of dust in the Orion Bar with<i>Herschel</i>
H. Arab, A. Abergel, E. Habart, J. Bernard‐Salas, Hacheme Ayasso, K. Dassas +2 more
2012· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
76
citations
affunlabeled
Globules and pillars in Cygnus X
N. Schneider, S. Bontemps, F. Motte, Aurore Blazère, Ph. André, L. D. Anderson +18 more
2016· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
75
citations
affunlabeled
A Large‐Scale Survey of NGC 1333
Andrew Walsh, Philip C. Myers, James Di Francesco, Subhanjoy Mohanty, Tyler L. Bourke, Robert Gutermuth +1 more
2007· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
74
citations
affunlabeled
A First Look at BISTRO Observations of the ρ Oph-A core
Jungmi Kwon, Yasuo Doi, Motohide Tamura, M. Matsumura, Kate Pattle, David Berry +114 more
2018· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
74
citations
afffundunlabeled
Ring structure in the MWC 480 disk revealed by ALMA
Yao Liu, Giovanni Dipierro, Enrico Ragusa, Giuseppe Lodato, Gregory J. Herczeg, Feng Long +17 more
2018· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
73
citations
affunlabeled
The RMS survey
2008· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
73
citations
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