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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
Retraction
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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.

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 10 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
Tidal deformation of a slowly rotating black hole
Eric Poisson
2015· article· en· Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
94
citations
affno abstractunlabeled
Dark matter in compact stars
Joseph Bramante, Nirmal Raj
2023· article· en· Physics Reports· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
92
citations
affunlabeled
Extremely band-limited repetition from a fast radio burst source
Pravir Kumar, R. M. Shannon, Chris Flynn, S. Osłowski, Shivani Bhandari, Cherie K. Day +8 more
2020· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
91
citations
affunlabeled
Binary Black Holes’ Effects on Electromagnetic Fields
Carlos Palenzuela, Matthew Anderson, Luis Lehner, Steven L. Liebling, David Neilsen
2009· article· en· Physical Review Letters· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
90
citations
affunlabeled
Glitches in southern pulsars
Na Wang, R. N. Manchester, R. Pace, M. Bailes, V. M. Kaspi, B. W. Stappers +1 more
2024· article· en· Figshare· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
90
citations
afffundunlabeled
Black hole dynamics in Einstein-Maxwell-dilaton theory
Eric Hirschmann, Luis Lehner, Steven L. Liebling, Carlos Palenzuela
2018· article· en· Physical review. D/Physical review. D.· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
89
citations
affunlabeled
Gravitational wave extraction in simulations of rotating stellar core collapse
Christian Reisswig, Christian D. Ott, Ulrich Sperhake, Erik Schnetter
2011· article· en· Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
88
citations
afffundunlabeled
Tests of general relativity with GWTC-3
R. Abbott, H. Abe, F. Acernese, K. Ackley, N. Adhikari, R. X. Adhikari +1647 more
2025· article· en· Physical review. D/Physical review. D.· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
88
citations
afffundunlabeled
Orbital evolution of binaries in circumbinary discs
Magdalena S. Siwek, Rainer Weinberger, Lars Hernquist
2023· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
87
citations
affunlabeled
Pulsar Birthrates from the Parkes Multibeam Survey
N. Vranešević, R. N. Manchester, D. R. Lorimer, G. Hobbs, A. G. Lyne, M. Krämer +8 more
2004· article· en· The Astrophysical Journal· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
86
citations

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