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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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The Astrophysical Journal Letters
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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.

1,033 results · 1 filter active ·
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20092025
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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.
1,033 works in the cohort · of 4,299,418page 12 of 21

Labels cover 1 of 1,033 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 1,033 of 1,033 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.

afffundunlabeled
Magnetar-like X-Ray Bursts Suppress Pulsar Radio Emission
R. F. Archibald, M. Burgay, Maxim Lyutikov, V. M. Kaspi, P. Esposito, G. L. Israel +6 more
2017· article· en· The Astrophysical Journal Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
The Radius of PSR J0740+6620 from NICER and XMM-Newton Data
M. Coleman Miller, Frederick K. Lamb, Alexander J. Dittmann, Slavko Bogdanov, Zaven Arzoumanian, Keith C. Gendreau +22 more
2021· preprint· en· The Astrophysical Journal Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Descattering of Giant Pulses in PSR B1957+20
Robert Main, M. H. van Kerkwijk, Ue‐Li Pen, Nikhil Mahajan, K. Vanderlinde
2017· article· en· The Astrophysical Journal Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
A DARK SPOT ON A MASSIVE WHITE DWARF
2015· article· en· The Astrophysical Journal Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
32
citations
afffundunlabeled
Selective Dynamical Imaging of Interferometric Data
Joseph Farah, Peter Galison, Kazunori Akiyama, Katherine L. Bouman, Geoffrey C. Bower, Andrew Chael +221 more
2022· article· en· The Astrophysical Journal Letters· Computer Science
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Gas-rich, Field Ultra-diffuse Galaxies Host Few Gobular Clusters
Michael G. Jones, Ananthan Karunakaran, Paul Bennet, David J. Sand, Kristine Spekkens, Burçı̇n Mutlu-Pakdı̇l +4 more
2022· article· en· The Astrophysical Journal Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
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