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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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Advanced Thermodynamics and Statistical Mechanics
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

979 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.
979 works in the cohort · of 4,299,418page 10 of 20

Labels cover 0 of 979 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 979 of 979 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
The Two Faces of Pharmacokinetics
Aldo Rescigno
2010· article· en· Journal of Pharmacy & Pharmaceutical Sciences· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
Fluctuation Theorem and Thermodynamic Formalism
Noé Cuneo, Vojkan Jakšić, Claude‐Alain Pillet, Armen Shirikyan
2017· preprint· en· arXiv (Cornell University)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundno abstractunlabeled
On a waiting-time result of Kontoyiannis: Mixing or decoupling?
Giampaolo Cristadoro, Mirko Degli Esposti, Vojkan Jakšić, Renaud Raquépas
2023· article· en· Stochastic Processes and their Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
On the thermodynamic limit of two-time measurement entropy production
Tristan Benoist, Laurent Bruneau, Vojkan Jakšić, Annalisa Panati, Claude‐Alain Pillet
2024· review· en· Reviews in Mathematical Physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
fundno affunlabeled
A Single-Molecule Quantum Heat Engine
Serhii Volosheniuk, Riccardo Conte, Eugenia Pyurbeeva, Thomas Y. Baum, Manuel Vilas‐Varela, Saleta Fernández +3 more
2025· article· en· Nano Letters· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Symmetry in thermal cycles and processes
Huan Guo, Yifu Li, Yujie Xu, Yi Zhang, Baichuan Xiong, Haisheng Chen
2024· article· en· iScience· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Hydrodynamic limits of kinetic models
François Golse, C. David Levermore
2005· preprint· en· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
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