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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
Evidence
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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 11 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.

affno abstractunlabeled
A timeless biology
Arturo Tozzi, James F. Peters, Clifford Chafin, D. de Falco, John S. Torday
2017· review· en· Progress in Biophysics and Molecular Biology· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Continuity properties of folding entropy
Gang Liao, Shirou Wang
2024· article· en· Israel Journal of Mathematics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Entropy productions in dissipative systems
Hong Qian, Shirou Wang, Yingfei Yi
2019· article· en· Proceedings of the American Mathematical Society· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
High-temperature uncertainty
Tom Timusk
2005· article· en· Physics World· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Distinctive features of inhomogeneous spin chains
Pierre-Antoine Bernard, Gilles Parez, Luc Vinet
2025· article· en· International Journal of Geometric Methods in Modern Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Cluster sizes in a classical Lennard-Jones chain
G. R. Lee-Dadswell, Nicholas C. Barrett, Michael Power
2017· article· en· Physical review. E· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
The First Law of Thermodynamics
Henning Struchtrup
2024· book-chapter· en· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Noise Dynamics in the Quantum Regime
Clovis Farley, Edouard Pinsolle, Bertrand Reulet
2023· article· en· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
The Thermodynamic Cost of Choosing
Carlo Rovelli
2024· article· en· Foundations of Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Hysteresis and Stability
Amenda Chow, Kirsten Morris, Gina Faraj Rabbah
2023· article· en· SIAM Review· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Numerical solutions for a coupled non-linear oscillator
Abba B. Gumel, William F. Langford, E. H. Twizell
2000· article· en· Journal of Mathematical Chemistry· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Symmetry and control in thermodynamics
Emily Adlam, L. Uribarri, N. Allen
2022· article· en· AVS Quantum Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Self-Consistent Field Theory
An‐Chang Shi
2015· book-chapter· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Vortices and complex numbers
Arkadiusz Maciuk, Antoni Smoluk
2015· article· en· Mathematical Economics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
2
citations
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