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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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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.

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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
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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 31 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.

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
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
Modelling the evaporation of nonsingular black holes
Tim Taves, G. Kunstatter
2014· 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
Are stealth scalar fields stable?
Valerio Faraoni, Andres F. Zambrano Moreno
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
14
citations
afffundunlabeled
Reheating after swampland conjecture
2020· article· en· Journal of High Energy Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Polymer inflation
Syed Moeez Hassan, Viqar Husain, Sanjeev S. Seahra
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
13
citations
affno abstractunlabeled
Quintessence from a state space perspective
Artur Alho, Claes Uggla, J. Wainwright
2022· article· en· Physics of the Dark Universe· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
Dissipative inflation via scalar production
Paolo Creminelli, Soubhik Kumar, Borna Salehian, Luca Santoni
2023· article· en· Journal of Cosmology and Astroparticle Physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Light-cone coordinates based at a geodesic world line
Brent Preston, Eric Poisson
2006· 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
13
citations
fundno affunlabeled
Cosmology via thermodynamics of polytropic gas
Muzaffer Aşkın, Mustafa Saltı, Oktay Aydoğdu
2017· article· en· Modern Physics Letters A· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Exact solutions with<i>w</i>modes
Mustapha Ishak, Luke Chamandy, Nicholas Neary, Kayll Lake
2001· article· en· Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D. Particles and fields· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Confronting brane inflation with Planck and pre-Planck data
Yin-Zhe Ma, Qing-Guo Huang, Xin Zhang
2013· 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
13
citations
afffundunlabeled
Fluctuations through a vibrating bounce
Robert Brandenberger, Qiuyue Liang, Rudnei O. Ramos, Siyi Zhou
2018· article· en· Physical review. D/Physical review. D.· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
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