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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
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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.

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 4 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.

affunlabeled
Thermal Ratchet Effect in Confining Geometries
Viktor Holubec, Artem Ryabov, Mohammad Yaghoubi, Martin Varga, Ayub Khodaee, M. Ebrahim Foulaadvand +1 more
2017· article· en· Entropy· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
28
citations
affno abstractunlabeled
Measurability of vacuum fluctuations and dark energy
Christian Beck, Michael C. Mackey
2006· article· en· Physica A Statistical Mechanics and its Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
A concise review of exergy-based economic methods
Marc A. Rosen
2008· review· en· International Conference on Energy & Environment· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
affno abstractunlabeled
Chemical Exergy
İbrahim Dinçer, Marc A. Rosen
2012· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
affno abstractunlabeled
The Green-Kubo Formula for the Spin-Fermion System
Vojkan Jakšić, Yoshiko Ogata, Claude‐Alain Pillet
2006· article· en· Communications in Mathematical Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Philosophical Issues in Thermal Physics
Wayne C. Myrvold
2022· reference-entry· en· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
affunlabeled
Elementary statistical mechanics
David H. Boal
2012· other· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
affno abstractunlabeled
Integrated Absorption Refrigeration Systems
İbrahim Dinçer, Tahir Abdul Hussain Ratlamwala
2016· book· en· Green energy and technology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Roadmap on quantum thermodynamics
Steve Campbell, Irene D’Amico, Mario A. Ciampini, Janet Anders, Natalia Ares, Simone Artini +61 more
2025· article· en· Quantum Science and Technology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Confined Atoms Treated as Open Quantum Systems
Richard F. W. Bader
2009· book-chapter· en· Advances in quantum chemistry· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
21
citations
affunlabeled
Memory and Entropy
Carlo Rovelli
2022· article· en· Entropy· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
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