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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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Study design
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Label status

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
Evidence
Language
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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 19 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. 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
Classical Mechanics
D. G. C. McKeon
2012· preprint· en· arXiv (Cornell University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Second Law of Thermodynamics
Henning Struchtrup
2014· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Critical Fluctuations
Minoru Fujimoto
2012· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
System Analysis
İbrahim Dinçer
2020· other· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Bistability
2015· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)93682-h
2000· article· en· Time to knit· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Index
David S.‐K. Ting
2021· paratext· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Transition-state theory in solution
Marc R. Roussel
2023· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Symmetry in Many-Body Physics
2023· book· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Multi-topological phases of matter
Ziteng Wang, Domenico Bongiovanni, Xiangdong Wang, Zhichan Hu, Dario Jukić, Daohong Song +4 more
2024· preprint· en· arXiv (Cornell University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Basic Principles
A. J. Berlinsky, A. B. Harris
2019· book-chapter· en· Graduate texts in physics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mixtures in Nonequilibrium
Henning Struchtrup
2024· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Linear Irreversible Thermodynamics
Henning Struchtrup
2024· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Boltzmann’s Constant
2015· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ensembles: Systems of Particles
Frederick R. W. McCourt
2021· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Work and Potential Energy
Dietmar Groß, Werner Hauger, Jörg Schröder, Wolfgang A. Wall, R. K. N. D. Rajapakse
2009· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Efficiencies and Irreversible Losses
Henning Struchtrup
2024· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Systems, States, and Processes
Henning Struchtrup
2024· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Energy partitioning at an ombrotrophic bog
Stuart W. Admiral
2004· article· en· 26th Agricultural and Forest Meteorology/13th Air Pollution/5th Urban Environment/16th Biometeorology and Aerobiology· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)91184-e
2000· article· en· Time to knit· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Analytical Thermodynamics
Dongqing Li
2024· book· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A Cloud-Edge Dynamics for the Holepunch Phenomenon
David J. Muraki
2015· article· en· 20th Conference on Atmospheric and Oceanic Fluid Dynamics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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