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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.

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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
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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 41 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.

fundno affunlabeled
Unveiling the outer dust disc of TW Hya with deep ALMA observations
John D. Ilee, Catherine Walsh, Jeff Jennings, Richard A Booth, Giovanni Rosotti, Richard Teague +2 more
2022· article· en· Monthly Notices of the Royal Astronomical Society Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
fundno affunlabeled
ALMA reveals a pseudo-disc in a proto-brown dwarf
B. Riaz, Masahiro N. Machida, Dimitris Stamatellos
2019· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
PDRs4All
J. R. Goicoechea, J. Le Bourlot, J. H. Black, Felipe Alarcón, Edwin A. Bergin, O. Berné +23 more
2024· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Disk fragmentation in high-mass star formation
S. Suri, H. Beuther, C. Gieser, A. Ahmadi, Á. Sánchez-Monge, J. M. Winters +26 more
2021· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
16-20 μm Spectra of Carbon Nanoparticles
Anming Hu, W. W. Duley
2007· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
aboutno affunlabeled
Filamentary structures of ionized gas in Cygnus X
K. L. Emig, G. J. White, P. Salas, R. Karim, R. J. van Weeren, Peter Teuben +9 more
2022· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
fundno affunlabeled
The <i>Gaia</i> alerted fading of the FUor-type star Gaia21elv
Z. Nagy, Sunkyung Park, P. Ábrahám, Á. Kóspál, Fernando Cruz-Sáenz de Miera, M. Kun +23 more
2023· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Transition from coherent cores to surrounding cloud in L1688
Spandan Choudhury, J. E. Pineda, P. Caselli, Stella S. R. Offner, Erik Rosolowsky, Rachel Friesen +5 more
2021· article· en· Springer Link (Chiba Institute of Technology)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
PDRs4All
A. Fuente, E. Roueff, Franck Le Petit, J. Le Bourlot, Émeric Bron, J. F. Babb +27 more
2024· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
The JCMT BISTRO Survey: The Magnetic Field of the Barnard 1 Star-Forming Region
Simon Coudé, Pierre Bastien, Martin Houde, Sarah Sadavoy, Rachel Friesen, James Di Francesco +91 more
2019· article· en· White Rose Research Online (University of Leeds, The University of Sheffield, University of York)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations

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