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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 21 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. 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
A closer look at the binary content of NGC 1850
Sara Saracino, Sebastian Kamann, N. Bastian, Mark Gieles, T. Shenar, Nicole Reindl +4 more
2023· preprint· en· Liverpool John Moores University· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Dictionary of Prince Edward Island English
2023· article· en· Project Muse (Johns Hopkins University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
VPHGs for WEAVE: design, manufacturing and characterization
Andrea Bianco, Giorgio Pariani, Matteo Aliverti, Alessio Zanutta, R. Stuik, Kevin Middleton +4 more
2018· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
MINDS: The very low-mass star and brown dwarf sample
Hyerin Jang, Aditya M. Arabhavi, Till Kaeufer, Rens Waters, I. Kamp, Thomas Henning +8 more
2025· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Andromeda Optical and Infrared Disk Survey
Jonathan Sick, Stéphane Courteau, Jean‐Charles Cuillandre
2014· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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