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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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Pulsars and Gravitational Waves 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.

2,645 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.
2,645 works in the cohort · of 4,299,418page 22 of 53

Labels cover 6 of 2,645 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 2,645 of 2,645 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
Self-intersecting marginally outer trapped surfaces
Daniel Pook-Kolb, O. Birnholtz, B. Krishnan, Erik Schnetter
2019· article· en· Physical review. D/Physical review. D.· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Mass-loading of pulsar winds
Maxim Lyutikov
2003· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
31
citations
afffundunlabeled
How loud are echoes from exotic compact objects?
Luís Felipe Longo Micchi, Niayesh Afshordi, Cecilia Chirenti
2021· article· en· Physical review. D/Physical review. D.· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Multimessenger asteroseismology of core-collapse supernovae
John Ryan Westernacher-Schneider, Evan O’Connor, Erin O’Sullivan, Irene Tamborra, Meng-Ru Wu, Sean M. Couch +1 more
2019· article· en· Physical review. D/Physical review. D.· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Measuring the mass of the black widow PSR J1555-2908
Mark Kennedy, R. P. Breton, C. J. Clark, D. Mata Sánchez, Guillaume Voisin, V. S. Dhillon +5 more
2022· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Optical pulsations from the anomalous X-ray pulsar 1E 1048.1–5937
V. S. Dhillon, T. R. Marsh, S. P. Littlefair, C. M. Copperwheat, P. Kerry, Rim Dib +4 more
2009· article· en· Monthly Notices of the Royal Astronomical Society Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
fundno affunlabeled
Waveform modelling for the Laser Interferometer Space Antenna
Niayesh Afshordi, Niaesh Afshordi, Pau Amaro‐Seoane, Leor Barack, Robert Benkel, Sebastiano Bernuzzi +77 more
2025· preprint· en· Living Reviews in Relativity· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
afffundaboutunlabeled
Pulsar science with the CHIME telescope
Cherry Ng
2017· article· en· Proceedings of the International Astronomical Union· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations
afffundunlabeled
Meissner effect and vortex dynamics in quark stars
Rachid Ouyed, Ø. Elgarøy, Håkon Dahle, P. Keränen
2004· article· en· Astronomy and Astrophysics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
30
citations

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