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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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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.

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.

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 9 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.

aboutno affunlabeled
The JWST/NIRSpec instrument performance simulator
Laure Piquéras, P.-J. Legay, Emeline Legros, Pierre Ferruit, A. Pécontal, Xavier Gnata +1 more
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
afffundaboutunlabeled
Observatory software for the Thirty Meter Telescope (TMT)
Jennifer Dunn, C. Boyer, Philip N. Daly, Kim Gillies, Robert Marshall, David R. Silva
2006· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
<i>Euclid</i> preparation
L. Ingoglia, M. Sereno, S. Farrens, C. Giocoli, Lucie Baumont
2025· article· en· Astronomy and Astrophysics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
A Comprehensive Spectroscopic Analysis of DB White Dwarfs
P. Bergeron, F. Wesemaël, Pierre Dufour, A.L. Beauchamp, C. Hunter, G. Fontaine +8 more
2010· article· en· AIP conference proceedings· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
A Rich New Vein of Planetary Nebulae From the AAO/UKST Hα Survey
Q. A. Parker, M. Hartley, D. Russeil, A. Acker, D. H. Morgan, S. F. Beaulieu +3 more
2003· article· en· Symposium - International Astronomical Union· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
AMBER/VLTI Snapshot Survey on Circumstellar Environments
Th. Rivinius, W. J. de Wit, Z. Demers, A. Quirrenbach
2014· article· en· Proceedings of the International Astronomical Union· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
fundno affunlabeled
CLAP
Qiufan Lin, Hengzhi Ruan, D. Fouchez, Shupei Chen, Rui Li, Paulo Montero-Camacho +3 more
2024· article· en· Astronomy and Astrophysics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
A massive galaxy that formed its stars at $z \sim 11$
Karl Glazebrook, Themiya Nanayakkara, C. Schreiber, Claudia del P. Lagos, Lalitwadee Kawinwanichakij, Colin Jacobs +12 more
2023· preprint· en· arXiv (Cornell University)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
The Einstein Toolkit
2022· other· en· TigerPrints (Clemson University)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Learning algorithms for error correction
2018· dissertation· en· eScholarship@McGill (McGill)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
The optical design of wide integral field infrared spectrograph
Richard C. Y. Chou, Dae‐Sik Moon, Stephen S. Eikenberry
2010· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
fundno affunlabeled
The Dark Energy Survey Six-Year Calibration Star Catalog
E. S. Rykoff, D. L. Tucker, D. L. Burke, S. Allam, K. Bechtol, G. M. Bernstein +58 more
2023· preprint· en· arXiv (Cornell University)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundunlabeled
Low Background Counting At SNOLAB
Ian Lawson, Bruce Cleveland, R. Ford
2011· article· en· AIP conference proceedings· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affaboutunlabeled
A Canadian wide-field optical spectrograph for a 30-m telescope
B. Oke, Denis Laurin, Ian Powell, D. Crampton, John Pazder, Kei Szeto +4 more
2004· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations

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