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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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Cosmology and Gravitation Theories
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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
fundfunder
venuejournal
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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.

3,346 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
3,346 works in the cohort · of 4,299,418page 30 of 67

Labels cover 3 of 3,346 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 3,346 of 3,346 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.

affunlabeled
UNIVERSE EVOLUTION IN A 5D RICCI-FLAT COSMOLOGY
Chengwu Zhang, Hongya Liu, Lixin Xu, Paul S. Wesson
2006· article· en· Modern Physics Letters A· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
venueno affunlabeled
A cosmology with variable <i>c</i>
2006· article· en· Canadian Journal of Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
Cosmic superstrings II
Edmund J. Copeland, Robert C. Myers, Joseph Polchinski
2004· article· fr· Comptes Rendus Physique· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Isotropization of two-component fluids
Martin Goliath, Ulf S. Nilsson
2000· article· en· Journal of Mathematical Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Analytical study of mode coupling in hybrid inflation
Laurence Perreault-Levasseur, Guillaume Laporte, Robert Brandenberger
2010· 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
15
citations
affno abstractunlabeled
Reconstructing the primordial power spectrum
S. L. Bridle, Antony Lewis, J. Weller, G. Efstathiou
2003· article· en· New Astronomy Reviews· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Λ and the Limits of Effective Field Theory
Adam Koberinski, Chris Smeenk
2022· article· en· Philosophy of Science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
A preferred-direction statistic for sky maps
Emory F. Bunn, D. Scott
2000· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Matter perturbations in scaling cosmology
A. Romero Fuño, Wiliam S. Hipólito-Ricaldi, Winfried Zimdahl
2016· article· en· Monthly Notices of the Royal Astronomical Society· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
CMB-S4 forecasts for constraints on <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>f</mml:mi><mml:mrow><mml:mi>NL</mml:mi></mml:mrow></mml:msub></mml:math> through <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>μ</mml:mi></mml:math>-distortion anisotropy
David Zegeye, F. Bianchini, J. Richard Bond, Jens Chluba, T. M. Crawford, Giulio Fabbian +10 more
2023· article· lv· Physical review. D/Physical review. D.· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
14
citations
afffundunlabeled
BAO-CMB tension and implications for inflation
Evan McDonough, L. Balkenhol, Рената Каллош, L. Knox, Andrei Linde
2025· article· en· Physical review. D/Physical review. D.· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Numerical simulations of stiff fluid gravitational singularities
Joshua Curtis, David Garfinkle
2005· 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
14
citations
affunlabeled
The Information Recovery Problem
Valentina Baccetti, Viqar Husain, Daniel R. Terno
2016· article· en· Entropy· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Magnon inflation: slow roll with steep potentials
Peter Adshead, Diego Blas, C. P. Burgess, P.J. Hayman, Subodh P. Patil
2016· article· en· Journal of Cosmology and Astroparticle Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
aboutno affunlabeled
The Holographic Approach to Cosmology
T. Banks, Willy Fischler
2004· preprint· en· ArXiv.org· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
afffundunlabeled
Classical self-energy and anomaly
Valeri P. Frolov, Andrei Zelnikov
2012· 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
14
citations

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